{"_id": {"$oid": "6ac4c7b5164e0f17c0b2324a"}, "test_id": "T0900", "benchmark": "company_lists", "date": "2026-04-21", "tags": {"document-type": ["book-page"], "writing": ["printed"], "century": [20], "language": ["en", "de"], "layout": ["list"], "entry-type": ["company"], "task": ["information-extraction"]}, "contributors": ["lea_kasper", "sorin_marti"], "hidden": false, "config": {"provider": "openrouter", "model": "qwen/qwen3.6-plus", "dataclass": "ListPage", "temperature": 0.5, "role_description": "You are a Historian", "prompt_file": "prompt.txt", "legacy_test": false}, "prompt": "The image you are presented with stems from a digitized book containing lists of companies.\nYour task is to extract structured information about each company listed on the page.\n\nAbout the source:\n- The image stems from a trade index of the British Swiss Chamber of Commerce.\n- The image can show an alphabetical or a thematic list of companies.\n- The companies are mostly located in Switzerland and the UK.\n- The image stems from a trade index between 1925 and 1958.\n- Most pages have one column but some years have two columns.\n- The source itself is in English and German but the company names can be in English, German, French or Italian.\n\nAbout the entries:\n- Each entry describes a single company or person.\n- Alphabetical entries have filling dots between the company name and the page number. Dots and page numbers are not part of the data and should be ignored.\n- Alphabetical entries seldom to never have locations.\n- Thematic entries often have locations.\n- Thematic entries are listed under headings that describe the type of business.\n- Some thematic headings are only references to other headings, e.g. \"X, s. Y\".\n\nAbout the output:\n- Answer in valid JSON. The JSON should be an array of objects with the following fields:\n- The page ID is given as {page_id}.\n- Do not add country information, if it is not directly written with the location.\n\n{\n  \"entry_id\": \"A unique identifier for the entry, e.g. '{page_id}-1'\",\n  \"company_name\": \"The name of the company or person\",\n  \"location\": \"The location of the company, e.g. 'Zurich' or 'London, UK'. If no location is given, set to null.\"\n  ]\n}\n", "results": {"text": "{\"page_id\":\"24\",\"entries\":[{\"entry_id\":\"24-1\",\"company_name\":\"A. Boreux\",\"location\":\"null\"},{\"entry_id\":\"24-2\",\"company_name\":\"Brunnenverwaltung\",\"location\":\"Eptingen\"},{\"entry_id\":\"24-3\",\"company_name\":\"Singer & Buchenhorner A.-G.\",\"location\":\"null\"},{\"entry_id\":\"24-4\",\"company_name\":\"Alf. D\u00fcrr, J. H. Neukomm's Nachf.\",\"location\":\"null\"},{\"entry_id\":\"24-5\",\"company_name\":\"Ausstattungsmagazine Ed. Senft.\",\"location\":\"null\"},{\"entry_id\":\"24-6\",\"company_name\":\"Basler M\u00f6belfabrik A.-G. vorm. Hermann Wagner & Cie.\",\"location\":\"null\"},{\"entry_id\":\"24-7\",\"company_name\":\"Adolf B\u00fcrgin.\",\"location\":\"null\"},{\"entry_id\":\"24-8\",\"company_name\":\"Bussinger & Cie.\",\"location\":\"null\"},{\"entry_id\":\"24-9\",\"company_name\":\"Fr\u00e4nkel & Voellmy.\",\"location\":\"null\"},{\"entry_id\":\"24-10\",\"company_name\":\"H. Hartmann.\",\"location\":\"null\"},{\"entry_id\":\"24-11\",\"company_name\":\"Kunsthandlung Rath.\",\"location\":\"null\"},{\"entry_id\":\"24-12\",\"company_name\":\"M. Russ.\",\"location\":\"null\"},{\"entry_id\":\"24-13\",\"company_name\":\"Alf. Schray\",\"location\":\"null\"},{\"entry_id\":\"24-14\",\"company_name\":\"Wolf & Glatz.\",\"location\":\"null\"},{\"entry_id\":\"24-15\",\"company_name\":\"Gebr. Antonietti.\",\"location\":\"null\"},{\"entry_id\":\"24-16\",\"company_name\":\"A.-G. B\u00e4chtold & Cie.\",\"location\":\"null\"},{\"entry_id\":\"24-17\",\"company_name\":\"Maschinenfabrik Burckhardt A.-G.\",\"location\":\"null\"},{\"entry_id\":\"24-18\",\"company_name\":\"G. Meidinger & Cie.\",\"location\":\"null\"},{\"entry_id\":\"24-19\",\"company_name\":\"A.-G. f\u00fcr Motorlastwagen Soller\",\"location\":\"null\"},{\"entry_id\":\"24-20\",\"company_name\":\"Hug & Co.\",\"location\":\"null\"},{\"entry_id\":\"24-21\",\"company_name\":\"Schweiz. Geigenbaugesellschaft\",\"location\":\"Liestal\"},{\"entry_id\":\"24-22\",\"company_name\":\"Schweizerisches Musikhaus Bannwart & Cie.\",\"location\":\"null\"},{\"entry_id\":\"24-23\",\"company_name\":\"Henri Grunauer.\",\"location\":\"null\"},{\"entry_id\":\"24-24\",\"company_name\":\"Hans Ritter-Soder.\",\"location\":\"null\"},{\"entry_id\":\"24-25\",\"company_name\":\"Alb. Singeisen-Halder.\",\"location\":\"null\"},{\"entry_id\":\"24-26\",\"company_name\":\"Ch. H. Pfister & Co.\",\"location\":\"null\"},{\"entry_id\":\"24-27\",\"company_name\":\"E. M\u00fcry & Cie.\",\"location\":\"null\"},{\"entry_id\":\"24-28\",\"company_name\":\"Affentranger, Haas & Plattner\",\"location\":\"Niederdorf\"},{\"entry_id\":\"24-29\",\"company_name\":\"Schweizerische N\u00e4hmaschinenfabrik A.-G.\",\"location\":\"null\"},{\"entry_id\":\"24-30\",\"company_name\":\"G. P. Richter\",\"location\":\"null\"},{\"entry_id\":\"24-31\",\"company_name\":\"E. H. Schacke\",\"location\":\"null\"}]}", "model": "qwen/qwen3.6-plus-04-02", "provider": "openrouter", "finish_reason": "stop", "usage": {"input_tokens": 3120, "output_tokens": 5492, "total_tokens": 8612, "input_cost_usd": 0.001014, "output_cost_usd": 0.0107094, "estimated_cost_usd": 0.0117234}, "duration": 64.08588409423828, "timestamp": "2026-04-21T11:30:08.208982", "parsed": {"page_id": "24", "entries": [{"entry_id": "24-1", "company_name": "A. Boreux", "location": "null"}, {"entry_id": "24-2", "company_name": "Brunnenverwaltung", "location": "Eptingen"}, {"entry_id": "24-3", "company_name": "Singer & Buchenhorner A.-G.", "location": "null"}, {"entry_id": "24-4", "company_name": "Alf. D\u00fcrr, J. H. Neukomm's Nachf.", "location": "null"}, {"entry_id": "24-5", "company_name": "Ausstattungsmagazine Ed. Senft.", "location": "null"}, {"entry_id": "24-6", "company_name": "Basler M\u00f6belfabrik A.-G. vorm. Hermann Wagner & Cie.", "location": "null"}, {"entry_id": "24-7", "company_name": "Adolf B\u00fcrgin.", "location": "null"}, {"entry_id": "24-8", "company_name": "Bussinger & Cie.", "location": "null"}, {"entry_id": "24-9", "company_name": "Fr\u00e4nkel & Voellmy.", "location": "null"}, {"entry_id": "24-10", "company_name": "H. Hartmann.", "location": "null"}, {"entry_id": "24-11", "company_name": "Kunsthandlung Rath.", "location": "null"}, {"entry_id": "24-12", "company_name": "M. Russ.", "location": "null"}, {"entry_id": "24-13", "company_name": "Alf. Schray", "location": "null"}, {"entry_id": "24-14", "company_name": "Wolf & Glatz.", "location": "null"}, {"entry_id": "24-15", "company_name": "Gebr. Antonietti.", "location": "null"}, {"entry_id": "24-16", "company_name": "A.-G. B\u00e4chtold & Cie.", "location": "null"}, {"entry_id": "24-17", "company_name": "Maschinenfabrik Burckhardt A.-G.", "location": "null"}, {"entry_id": "24-18", "company_name": "G. Meidinger & Cie.", "location": "null"}, {"entry_id": "24-19", "company_name": "A.-G. f\u00fcr Motorlastwagen Soller", "location": "null"}, {"entry_id": "24-20", "company_name": "Hug & Co.", "location": "null"}, {"entry_id": "24-21", "company_name": "Schweiz. Geigenbaugesellschaft", "location": "Liestal"}, {"entry_id": "24-22", "company_name": "Schweizerisches Musikhaus Bannwart & Cie.", "location": "null"}, {"entry_id": "24-23", "company_name": "Henri Grunauer.", "location": "null"}, {"entry_id": "24-24", "company_name": "Hans Ritter-Soder.", "location": "null"}, {"entry_id": "24-25", "company_name": "Alb. Singeisen-Halder.", "location": "null"}, {"entry_id": "24-26", "company_name": "Ch. H. Pfister & Co.", "location": "null"}, {"entry_id": "24-27", "company_name": "E. M\u00fcry & Cie.", "location": "null"}, {"entry_id": "24-28", "company_name": "Affentranger, Haas & Plattner", "location": "Niederdorf"}, {"entry_id": "24-29", "company_name": "Schweizerische N\u00e4hmaschinenfabrik A.-G.", "location": "null"}, {"entry_id": "24-30", "company_name": "G. P. Richter", "location": "null"}, {"entry_id": "24-31", "company_name": "E. H. Schacke", "location": "null"}]}, "conversation_id": "02188a4e-0f01-4a60-81ea-5d5d70e3497d", "score": {"f1_score": 0.47, "precision": 0.4696969696969697, "recall": 0.47692307692307695, "true_positives": 31, "false_positives": 35, "false_negatives": 34, "field_scores": {"entries[25].company_name": {"response": "Ch. H. Pfister & Co.", "ground_truth": "Ch. H. Pfister & Co.", "score": 1.0}, "entries[27].company_name": {"response": "Affentranger, Haas & Plattner", "ground_truth": "Affentranger, Haas & Plattner", "score": 1.0}, "entries[22].company_name": {"response": "Henri Grunauer.", "ground_truth": "Henri Grunauer", "score": 0.9655172413793103}, "entries[14].entry_id": {"response": "24-15", "ground_truth": "156089_1321079_26-15", "score": 0.31999999999999995}, "entries[16].company_name": {"response": "Maschinenfabrik Burckhardt A.-G.", "ground_truth": "Maschinenfabrik Burckhardt A.-G.", "score": 1.0}, "entries[12].company_name": {"response": "Alf. Schray", "ground_truth": "Alf. Schray", "score": 1.0}, "entries[13].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[3].company_name": {"response": "Alf. D\u00fcrr, J. H. Neukomm's Nachf.", "ground_truth": "Alf. D\u00fcrr, J. H. Neukomm's Nachf.", "score": 1.0}, "entries[17].company_name": {"response": "G. Meidinger & Cie.", "ground_truth": "G. Meidinger & Cie.", "score": 1.0}, "entries[7].company_name": {"response": "Bussinger & Cie.", "ground_truth": "Bussinger & Cie.", "score": 1.0}, "entries[12].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[8].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[26].company_name": {"response": "E. M\u00fcry & Cie.", "ground_truth": "E. M\u00fcry & Cie.", "score": 1.0}, "entries[11].company_name": {"response": "M. Russ.", "ground_truth": "M. 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H. Schacke", "ground_truth": "E. H. Schacke", "score": 1.0}, "entries[29].company_name": {"response": "G. P. Richter", "ground_truth": "G. P. Richter", "score": 1.0}, "entries[8].company_name": {"response": "Fr\u00e4nkel & Voellmy.", "ground_truth": "Fr\u00e4nkel & Voellmy", "score": 0.9714285714285714}, "entries[1].location": {"response": "Eptingen", "ground_truth": "", "score": 0.0}, "entries[9].company_name": {"response": "H. Hartmann.", "ground_truth": "H. Hartmann", "score": 0.9565217391304348}, "entries[14].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[18].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[28].entry_id": {"response": "24-29", "ground_truth": "156089_1321079_26-29", "score": 0.31999999999999995}, "entries[16].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[1].company_name": {"response": "Brunnenverwaltung", "ground_truth": "Brunnenverwaltung Eptingen", "score": 0.7906976744186046}, "entries[13].entry_id": {"response": "24-14", "ground_truth": "156089_1321079_26-14", "score": 0.31999999999999995}, "entries[3].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[29].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[22].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[25].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[27].entry_id": {"response": "24-28", "ground_truth": "156089_1321079_26-28", "score": 0.31999999999999995}, "entries[20].location": {"response": "Liestal", "ground_truth": "Liestal", "score": 1.0}, "entries[10].entry_id": {"response": "24-11", "ground_truth": "156089_1321079_26-11", "score": 0.31999999999999995}, "entries[27].location": {"response": "Niederdorf", "ground_truth": "Niederdorf", "score": 1.0}, "entries[6].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[23].entry_id": {"response": "24-24", "ground_truth": "156089_1321079_26-24", "score": 0.31999999999999995}, "entries[11].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[21].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[4].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[28].company_name": {"response": "Schweizerische N\u00e4hmaschinenfabrik A.-G.", "ground_truth": "Schweizerische N\u00e4hmaschinenfabrik A.-G.", "score": 1.0}, "entries[2].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[15].entry_id": {"response": "24-16", "ground_truth": "156089_1321079_26-16", "score": 0.31999999999999995}, "entries[28].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[19].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[5].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[23].company_name": {"response": "Hans Ritter-Soder.", "ground_truth": "Hans Ritter-Soder", "score": 0.9714285714285714}, "entries[5].entry_id": {"response": "24-6", "ground_truth": "156089_1321079_26-6", "score": 0.26086956521739135}, "entries[4].entry_id": {"response": "24-5", "ground_truth": "156089_1321079_26-5", "score": 0.26086956521739135}, "entries[26].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[13].company_name": {"response": "Wolf & Glatz.", "ground_truth": "Wolf & Glatz", "score": 0.96}, "entries[14].company_name": {"response": "Gebr. Antonietti.", "ground_truth": "Gebr. Antonietti", "score": 0.9696969696969697}, "entries[15].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[17].entry_id": {"response": "24-18", "ground_truth": "156089_1321079_26-18", "score": 0.31999999999999995}, "entries[18].entry_id": {"response": "24-19", "ground_truth": "156089_1321079_26-19", "score": 0.31999999999999995}, "entries[5].company_name": {"response": "Basler M\u00f6belfabrik A.-G. vorm. Hermann Wagner & Cie.", "ground_truth": "Basler M\u00f6belfabrik A.-G. vorm. Hermann Wagner & Cie.", "score": 1.0}, "entries[17].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[9].entry_id": {"response": "24-10", "ground_truth": "156089_1321079_26-10", "score": 0.31999999999999995}, "entries[2].company_name": {"response": "Singer & Buchenhorner A.-G.", "ground_truth": "Singer & Buchenhorner A.-G.", "score": 1.0}, "entries[0].company_name": {"response": "A. Boreux", "ground_truth": "A. Boreux", "score": 1.0}, "entries[20].company_name": {"response": "Schweiz. Geigenbaugesellschaft", "ground_truth": "Schweiz. Geigenbaugesellschaft Liestal", "score": 0.8823529411764706}, "entries[4].company_name": {"response": "Ausstattungsmagazine Ed. Senft.", "ground_truth": "Ausstattungsmagazine Ed. Senft.", "score": 1.0}, "entries[19].company_name": {"response": "Hug & Co.", "ground_truth": "Hug & Co.", "score": 1.0}, "entries[24].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[6].entry_id": {"response": "24-7", "ground_truth": "156089_1321079_26-7", "score": 0.26086956521739135}, "entries[16].entry_id": {"response": "24-17", "ground_truth": "156089_1321079_26-17", "score": 0.31999999999999995}, "entries[10].company_name": {"response": "Kunsthandlung Rath.", "ground_truth": "Kunsthandlung Rath", "score": 0.972972972972973}, "entries[23].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[21].company_name": {"response": "Schweizerisches Musikhaus Bannwart & Cie.", "ground_truth": "Schweizerisches Musikhaus Bannwart & Cie.", "score": 1.0}, "entries[15].company_name": {"response": "A.-G. B\u00e4chtold & Cie.", "ground_truth": "A.-G. B\u00e4chtold & Cie.", "score": 1.0}, "entries[20].entry_id": {"response": "24-21", "ground_truth": "156089_1321079_26-21", "score": 0.31999999999999995}, "entries[24].entry_id": {"response": "24-25", "ground_truth": "156089_1321079_26-25", "score": 0.31999999999999995}, "entries[24].company_name": {"response": "Alb. Singeisen-Halder.", "ground_truth": "Alb. 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Boreux\\\",\\n      \\\"location\\\": \\\"null\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-2\\\",\\n      \\\"company_name\\\": \\\"Brunnenverwaltung\\\",\\n      \\\"location\\\": \\\"Eptingen\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-3\\\",\\n      \\\"company_name\\\": \\\"Singer & Buchenhorner A.-G.\\\",\\n      \\\"location\\\": \\\"null\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-4\\\",\\n      \\\"company_name\\\": \\\"Alf. D\u00fcrr, J. H. Neukomm's Nachf.\\\",\\n      \\\"location\\\": \\\"null\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-5\\\",\\n      \\\"company_name\\\": \\\"Ausstattungsmagazine Ed. Senft.\\\",\\n      \\\"location\\\": \\\"null\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-6\\\",\\n      \\\"company_name\\\": \\\"Basler M\u00f6belfabrik A.-G. vorm. Hermann Wagner & Cie.\\\",\\n      \\\"location\\\": \\\"null\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-7\\\",\\n      \\\"company_name\\\": \\\"Adolf B\u00fcrgin.\\\",\\n      \\\"location\\\": \\\"null\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-8\\\",\\n      \\\"company_name\\\": \\\"Bussinger & Cie.\\\",\\n      \\\"location\\\": \\\"null\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-9\\\",\\n      \\\"company_name\\\": \\\"Fr\u00e4nkel & Voellmy.\\\",\\n      \\\"location\\\": \\\"null\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-10\\\",\\n      \\\"company_name\\\": \\\"H. Hartmann.\\\",\\n      \\\"location\\\": \\\"null\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-11\\\",\\n      \\\"company_name\\\": \\\"Kunsthandlung Rath.\\\",\\n      \\\"location\\\": \\\"null\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-12\\\",\\n      \\\"company_name\\\": \\\"M. Russ.\\\",\\n      \\\"location\\\": \\\"null\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-13\\\",\\n      \\\"company_name\\\": \\\"Alf. Schray\\\",\\n      \\\"location\\\": \\\"null\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-14\\\",\\n      \\\"company_name\\\": \\\"Wolf & Glatz.\\\",\\n      \\\"location\\\": \\\"null\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-15\\\",\\n      \\\"company_name\\\": \\\"Gebr. Antonietti.\\\",\\n      \\\"location\\\": \\\"null\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-16\\\",\\n      \\\"company_name\\\": \\\"A.-G. B\u00e4chtold & Cie.\\\",\\n      \\\"location\\\": \\\"null\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-17\\\",\\n      \\\"company_name\\\": \\\"Maschinenfabrik Burckhardt A.-G.\\\",\\n      \\\"location\\\": \\\"null\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-18\\\",\\n      \\\"company_name\\\": \\\"G. Meidinger & Cie.\\\",\\n      \\\"location\\\": \\\"null\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-19\\\",\\n      \\\"company_name\\\": \\\"A.-G. f\u00fcr Motorlastwagen Soller\\\",\\n      \\\"location\\\": \\\"null\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-20\\\",\\n      \\\"company_name\\\": \\\"Hug & Co.\\\",\\n      \\\"location\\\": \\\"null\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-21\\\",\\n      \\\"company_name\\\": \\\"Schweiz. Geigenbaugesellschaft\\\",\\n      \\\"location\\\": \\\"Liestal\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-22\\\",\\n      \\\"company_name\\\": \\\"Schweizerisches Musikhaus Bannwart & Cie.\\\",\\n      \\\"location\\\": \\\"null\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-23\\\",\\n      \\\"company_name\\\": \\\"Henri Grunauer.\\\",\\n      \\\"location\\\": \\\"null\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-24\\\",\\n      \\\"company_name\\\": \\\"Hans Ritter-Soder.\\\",\\n      \\\"location\\\": \\\"null\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-25\\\",\\n      \\\"company_name\\\": \\\"Alb. Singeisen-Halder.\\\",\\n      \\\"location\\\": \\\"null\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-26\\\",\\n      \\\"company_name\\\": \\\"Ch. H. Pfister & Co.\\\",\\n      \\\"location\\\": \\\"null\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-27\\\",\\n      \\\"company_name\\\": \\\"E. M\u00fcry & Cie.\\\",\\n      \\\"location\\\": \\\"null\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-28\\\",\\n      \\\"company_name\\\": \\\"Affentranger, Haas & Plattner\\\",\\n      \\\"location\\\": \\\"Niederdorf\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-29\\\",\\n      \\\"company_name\\\": \\\"Schweizerische N\u00e4hmaschinenfabrik A.-G.\\\",\\n      \\\"location\\\": \\\"null\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-30\\\",\\n      \\\"company_name\\\": \\\"G. P. Richter\\\",\\n      \\\"location\\\": \\\"null\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-31\\\",\\n      \\\"company_name\\\": \\\"E. H. Schacke\\\",\\n      \\\"location\\\": \\\"null\\\"\\n    }\\n  ]\\n}\",\"refusal\":null,\"role\":\"assistant\",\"annotations\":null,\"audio\":null,\"function_call\":null,\"tool_calls\":null,\"parsed\":{\"page_id\":\"24\",\"entries\":[{\"entry_id\":\"24-1\",\"company_name\":\"A. Boreux\",\"location\":\"null\"},{\"entry_id\":\"24-2\",\"company_name\":\"Brunnenverwaltung\",\"location\":\"Eptingen\"},{\"entry_id\":\"24-3\",\"company_name\":\"Singer & Buchenhorner A.-G.\",\"location\":\"null\"},{\"entry_id\":\"24-4\",\"company_name\":\"Alf. D\u00fcrr, J. H. Neukomm's Nachf.\",\"location\":\"null\"},{\"entry_id\":\"24-5\",\"company_name\":\"Ausstattungsmagazine Ed. Senft.\",\"location\":\"null\"},{\"entry_id\":\"24-6\",\"company_name\":\"Basler M\u00f6belfabrik A.-G. vorm. Hermann Wagner & Cie.\",\"location\":\"null\"},{\"entry_id\":\"24-7\",\"company_name\":\"Adolf B\u00fcrgin.\",\"location\":\"null\"},{\"entry_id\":\"24-8\",\"company_name\":\"Bussinger & Cie.\",\"location\":\"null\"},{\"entry_id\":\"24-9\",\"company_name\":\"Fr\u00e4nkel & Voellmy.\",\"location\":\"null\"},{\"entry_id\":\"24-10\",\"company_name\":\"H. Hartmann.\",\"location\":\"null\"},{\"entry_id\":\"24-11\",\"company_name\":\"Kunsthandlung Rath.\",\"location\":\"null\"},{\"entry_id\":\"24-12\",\"company_name\":\"M. Russ.\",\"location\":\"null\"},{\"entry_id\":\"24-13\",\"company_name\":\"Alf. Schray\",\"location\":\"null\"},{\"entry_id\":\"24-14\",\"company_name\":\"Wolf & Glatz.\",\"location\":\"null\"},{\"entry_id\":\"24-15\",\"company_name\":\"Gebr. Antonietti.\",\"location\":\"null\"},{\"entry_id\":\"24-16\",\"company_name\":\"A.-G. B\u00e4chtold & Cie.\",\"location\":\"null\"},{\"entry_id\":\"24-17\",\"company_name\":\"Maschinenfabrik Burckhardt A.-G.\",\"location\":\"null\"},{\"entry_id\":\"24-18\",\"company_name\":\"G. Meidinger & Cie.\",\"location\":\"null\"},{\"entry_id\":\"24-19\",\"company_name\":\"A.-G. f\u00fcr Motorlastwagen Soller\",\"location\":\"null\"},{\"entry_id\":\"24-20\",\"company_name\":\"Hug & Co.\",\"location\":\"null\"},{\"entry_id\":\"24-21\",\"company_name\":\"Schweiz. Geigenbaugesellschaft\",\"location\":\"Liestal\"},{\"entry_id\":\"24-22\",\"company_name\":\"Schweizerisches Musikhaus Bannwart & Cie.\",\"location\":\"null\"},{\"entry_id\":\"24-23\",\"company_name\":\"Henri Grunauer.\",\"location\":\"null\"},{\"entry_id\":\"24-24\",\"company_name\":\"Hans Ritter-Soder.\",\"location\":\"null\"},{\"entry_id\":\"24-25\",\"company_name\":\"Alb. Singeisen-Halder.\",\"location\":\"null\"},{\"entry_id\":\"24-26\",\"company_name\":\"Ch. H. Pfister & Co.\",\"location\":\"null\"},{\"entry_id\":\"24-27\",\"company_name\":\"E. M\u00fcry & Cie.\",\"location\":\"null\"},{\"entry_id\":\"24-28\",\"company_name\":\"Affentranger, Haas & Plattner\",\"location\":\"Niederdorf\"},{\"entry_id\":\"24-29\",\"company_name\":\"Schweizerische N\u00e4hmaschinenfabrik A.-G.\",\"location\":\"null\"},{\"entry_id\":\"24-30\",\"company_name\":\"G. P. Richter\",\"location\":\"null\"},{\"entry_id\":\"24-31\",\"company_name\":\"E. H. Schacke\",\"location\":\"null\"}]},\"reasoning\":\"user wants me to extract company information from an image of a trade index page.\\n\\n**1. Analyze the image:**\\n- The page number is 24.\\n- The text is in German.\\n- It's a thematic list (categorized by product type).\\n- There are two columns.\\n\\n**2. Break down the content by category:**\\n\\n**Left Column:**\\n- **Mikroskopie und Zubeh\u00f6r (Deckgl\u00e4ser, Objekttr\u00e4ger, Cartonnage).**\\n    - A. Boreux.\\n- **Mineralwasser.**\\n    - Brunnenverwaltung Eptingen\\n    - Singer & Buchenhorner A.-G.\\n    - Alf. D\u00fcrr, J. H. Neukomm's Nachf. (k\u00fcnstliches).\\n- **M\u00f6bel, h\u00f6lzerne.**\\n    - Ausstattungsmagazine Ed. Senft.\\n    - Basler M\u00f6belfabrik A.-G. vorm. Hermann Wagner & Cie.\\n    - Adolf B\u00fcrgin.\\n    - Bussinger & Cie.\\n    - Fr\u00e4nkel & Voellmy.\\n    - H. Hartmann.\\n    - Kunsthandlung Rath.\\n    - M. Russ.\\n    - Alf. Schray (Kleinm\u00f6bel).\\n    - Wolf & Glatz.\\n- **Mosaik- und Terrazzo-B\u00f6den.**\\n    - Gebr. Antonietti.\\n- **Motoren.**\\n    - A.-G. B\u00e4chtold & Cie. (Benzinmotoren, Dieselmotoren, Gasmotoren, Roh\u00f6lmotoren, Sauggasmotoren, Schiffsmotoren).\\n    - Maschinenfabrik Burckhardt A.-G. (Druckluftmotoren f\u00fcr Laboratorien).\\n    - G. Meidinger & Cie. (f\u00fcr Webstuhlantrieb, Centrifugenantrieb, fahrbare Motoren mit Zahnradbetrieb, Automobilmotoren).\\n    - s. Elektromotoren. (This is a cross-reference, not a company).\\n- **Motorlastwagen.**\\n    - A.-G. f\u00fcr Motorlastwagen Soller (auch Reparaturst\u00fccke).\\n\\n**Right Column:**\\n- **Musikinstrumente.**\\n    - Hug & Co. (Blechblasinstrumente).\\n    - Schweiz. Geigenbaugesellschaft Liestal (Geigen, Celli, B\u00e4sse, B\u00f6gen, Gitarren, Zithern). -> Location: Liestal\\n    - Schweizerisches Musikhaus Bannwart & Cie. (Mundharmonikas, Ziehharmonikas, Zungenmusikinstrumente, Blechblasinstrumente).\\n- **Musterkarten f\u00fcr chemische Fabriken, F\u00e4rbereien etc.**\\n    - Henri Grunauer.\\n    - Hans Ritter-Soder.\\n    - Alb. Singeisen-Halder.\\n- **Magnesiacement.**\\n    - Ch. H. Pfister & Co.\\n- **N\u00e4hfaden.**\\n    - E. M\u00fcry & Cie.\\n- **N\u00e4hmaschinen.**\\n    - Affentranger, Haas & Plattner, Niederdorf (Schrauben und kleine Bestandteile f\u00fcr N\u00e4hmaschinen). -> Location: Niederdorf\\n    - Schweizerische N\u00e4hmaschinenfabrik A.-G. (f\u00fcr Hand-, Fuss- und elektrischen Betrieb, Fabrik tische f\u00fcr Kraftbetrieb).\\n- **N\u00e4hseide, s. Floretseide.** (Cross-reference).\\n- **N\u00e4hrsalzpr\u00e4parate.**\\n    - G. P. Richter (N\u00e4hrsalze \u00abGerstyl\u00bb, N\u00e4hrsalz - Bananencacao, N\u00e4hrsalz - Hafercacao, N\u00e4hrsalz - Kaffee).\\n    - E. H. Schacke (N\u00e4hrsalz-Cacao, N\u00e4hrsalz-Kaffee).\\n\\n**3. Format the output:**\\n- `page_id`: \\\"24\\\"\\n- Iterate through the extracted companies.\\n- Assign `entry_id` sequentially (e.g., \\\"24-1\\\", \\\"24-2\\\", etc.).\\n- Extract `company_name`.\\n- Extract `location` if present. Most entries don't have explicit locations like \\\"Zurich\\\" or \\\"London\\\", but \\\"Liestal\\\" and \\\"Niederdorf\\\" are clearly locations attached to the company name in the text.\\n    - \\\"Schweiz. Geigenbaugesellschaft Liestal\\\" -> Company: \\\"Schweiz. Geigenbaugesellschaft\\\", Location: \\\"Liestal\\\"\\n    - \\\"Affentranger, Haas & Plattner, Niederdorf\\\" -> Company: \\\"Affentranger, Haas & Plattner\\\", Location: \\\"Niederdorf\\\"\\n    - Wait, looking closely at \\\"Schweiz. Geigenbaugesellschaft Liestal\\\". It looks like the company name might include the location or the location is just listed next to it. The prompt says \\\"Thematic entries often have locations.\\\"\\n    - Let's look at \\\"Brunnenverwaltung Eptingen\\\". Eptingen is a place. So Company: \\\"Brunnenverwaltung\\\", Location: \\\"Eptingen\\\"? Or Company: \\\"Brunnenverwaltung Eptingen\\\"? Usually, in these lists, if it's \\\"Company Name Location\\\", the location is separate. But \\\"Brunnenverwaltung Eptingen\\\" sounds like the full name (Spring administration of Eptingen). Let's treat \\\"Eptingen\\\" as part of the name unless it's clearly separated.\\n    - Actually, looking at \\\"Schweiz. Geigenbaugesellschaft Liestal\\\", Liestal is definitely a town.\\n    - Looking at \\\"Affentranger, Haas & Plattner, Niederdorf\\\", Niederdorf is a town.\\n    - Let's look at the instruction: \\\"The location of the company, e.g. 'Zurich' or 'London, UK'. If no location is given, set to null.\\\"\\n    - For \\\"Brunnenverwaltung Eptingen\\\", Eptingen is a municipality. It's likely the location. I will separate it if it looks like a location. \\\"Brunnenverwaltung\\\" is the entity, \\\"Eptingen\\\" is the place.\\n    - For \\\"Schweiz. Geigenbaugesellschaft Liestal\\\", \\\"Liestal\\\" is the place.\\n    - For \\\"Affentranger, Haas & Plattner, Niederdorf\\\", \\\"Niederdorf\\\" is the place.\\n\\n    Let's refine the list.\\n\\n    1. A. Boreux\\n    2. Brunnenverwaltung Eptingen -> Company: Brunnenverwaltung, Location: Eptingen? Or Company: Brunnenverwaltung Eptingen. Given the context of \\\"Mineralwasser\\\", Eptingen is famous for its spring. So \\\"Brunnenverwaltung Eptingen\\\" is likely the full name. I'll keep it together or separate? The prompt says \\\"Thematic entries often have locations.\\\" Let's assume standard format \\\"Name Location\\\".\\n    Let's look at \\\"Basler M\u00f6belfabrik\\\". Basler implies Basel, but it's part of the name.\\n    Let's look at \\\"Schweiz. Geigenbaugesellschaft Liestal\\\". This looks like Name + Location.\\n    Let's look at \\\"Affentranger, Haas & Plattner, Niederdorf\\\". This looks like Name + Location.\\n\\n    Let's try to be consistent. If a city name is appended at the end, it's likely a location.\\n    - \\\"Brunnenverwaltung Eptingen\\\": Eptingen is a place. I will extract \\\"Eptingen\\\" as location? Or is it part of the name? \\\"Brunnenverwaltung\\\" is generic. \\\"Eptingen\\\" specifies it. I'll treat \\\"Eptingen\\\" as location.\\n    - \\\"Schweiz. Geigenbaugesellschaft Liestal\\\": Location \\\"Liestal\\\".\\n    - \\\"Affentranger, Haas & Plattner, Niederdorf\\\": Location \\\"Niederdorf\\\".\\n\\n    Wait, re-reading the prompt: \\\"Thematic entries often have locations.\\\"\\n    Let's look at the entries again.\\n    - \\\"A. Boreux\\\" -> No location.\\n    - \\\"Brunnenverwaltung Eptingen\\\" -> \\\"Eptingen\\\" is a location.\\n    - \\\"Singer & Buchenhorner A.-G.\\\" -> No location.\\n    - \\\"Alf. D\u00fcrr, J. H. Neukomm's Nachf.\\\" -> No location.\\n    - \\\"Ausstattungsmagazine Ed. Senft.\\\" -> No location.\\n    - \\\"Basler M\u00f6belfabrik A.-G. vorm. Hermann Wagner & Cie.\\\" -> \\\"Basler\\\" is an adjective, part of name.\\n    - \\\"Adolf B\u00fcrgin.\\\" -> No location.\\n    - \\\"Bussinger & Cie.\\\" -> No location.\\n    - \\\"Fr\u00e4nkel & Voellmy.\\\" -> No location.\\n    - \\\"H. Hartmann.\\\" -> No location.\\n    - \\\"Kunsthandlung Rath.\\\" -> No location.\\n    - \\\"M. Russ.\\\" -> No location.\\n    - \\\"Alf. Schray (Kleinm\u00f6bel).\\\" -> No location.\\n    - \\\"Wolf & Glatz.\\\" -> No location.\\n    - \\\"Gebr. Antonietti.\\\" -> No location.\\n    - \\\"A.-G. B\u00e4chtold & Cie.\\\" -> No location.\\n    - \\\"Maschinenfabrik Burckhardt A.-G.\\\" -> No location.\\n    - \\\"G. Meidinger & Cie.\\\" -> No location.\\n    - \\\"A.-G. f\u00fcr Motorlastwagen Soller\\\" -> No location.\\n\\n    Right column:\\n    - \\\"Hug & Co.\\\" -> No location.\\n    - \\\"Schweiz. Geigenbaugesellschaft Liestal\\\" -> Location: Liestal.\\n    - \\\"Schweizerisches Musikhaus Bannwart & Cie.\\\" -> No location.\\n    - \\\"Henri Grunauer.\\\" -> No location.\\n    - \\\"Hans Ritter-Soder.\\\" -> No location.\\n    - \\\"Alb. Singeisen-Halder.\\\" -> No location.\\n    - \\\"Ch. H. Pfister & Co.\\\" -> No location.\\n    - \\\"E. M\u00fcry & Cie.\\\" -> No location.\\n    - \\\"Affentranger, Haas & Plattner, Niederdorf\\\" -> Location: Niederdorf.\\n    - \\\"Schweizerische N\u00e4hmaschinenfabrik A.-G.\\\" -> No location.\\n    - \\\"G. P. Richter\\\" -> No location.\\n    - \\\"E. H. Schacke\\\" -> No location.\\n\\n    Okay, I will extract locations where they appear as distinct entities at the end of the line or clearly separated.\\n    - \\\"Brunnenverwaltung Eptingen\\\": I will treat \\\"Eptingen\\\" as location.\\n    - \\\"Schweiz. Geigenbaugesellschaft Liestal\\\": Location \\\"Liestal\\\".\\n    - \\\"Affentranger, Haas & Plattner, Niederdorf\\\": Location \\\"Niederdorf\\\".\\n\\n    Let's check \\\"Basler M\u00f6belfabrik\\\". \\\"Basler\\\" means \\\"from Basel\\\". It's part of the name.\\n    Let's check \\\"Schweizerische N\u00e4hmaschinenfabrik\\\". \\\"Schweizerische\\\" means \\\"Swiss\\\". Part of name.\\n\\n    So, the plan:\\n    - Iterate through the list.\\n    - Create JSON objects.\\n\\n    List:\\n    1. A. Boreux\\n    2. Brunnenverwaltung (Loc: Eptingen) -> Actually, \\\"Brunnenverwaltung Eptingen\\\" is likely the full name of the entity managing the spring in Eptingen. But \\\"Eptingen\\\" is a location. I'll put \\\"Eptingen\\\" in location.\\n    3. Singer & Buchenhorner A.-G.\\n    4. Alf. D\u00fcrr, J. H. Neukomm's Nachf.\\n    5. Ausstattungsmagazine Ed. Senft.\\n    6. Basler M\u00f6belfabrik A.-G. vorm. Hermann Wagner & Cie.\\n    7. Adolf B\u00fcrgin.\\n    8. Bussinger & Cie.\\n    9. Fr\u00e4nkel & Voellmy.\\n    10. H. Hartmann.\\n    11. Kunsthandlung Rath.\\n    12. M. Russ.\\n    13. Alf. Schray\\n    14. Wolf & Glatz.\\n    15. Gebr. Antonietti.\\n    16. A.-G. B\u00e4chtold & Cie.\\n    17. Maschinenfabrik Burckhardt A.-G.\\n    18. G. Meidinger & Cie.\\n    19. A.-G. f\u00fcr Motorlastwagen Soller\\n    20. Hug & Co.\\n    21. Schweiz. Geigenbaugesellschaft (Loc: Liestal)\\n    22. Schweizerisches Musikhaus Bannwart & Cie.\\n    23. Henri Grunauer.\\n    24. Hans Ritter-Soder.\\n    25. Alb. Singeisen-Halder.\\n    26. Ch. H. Pfister & Co.\\n    27. E. M\u00fcry & Cie.\\n    28. Affentranger, Haas & Plattner (Loc: Niederdorf)\\n    29. Schweizerische N\u00e4hmaschinenfabrik A.-G.\\n    30. G. P. Richter\\n    31. E. H. Schacke\\n\\n    Wait, I missed \\\"s. Elektromotoren\\\" and \\\"N\u00e4hseide, s. Floretseide\\\". These are cross-references (\\\"see...\\\"). I should probably ignore them as they are not companies. The prompt says \\\"Each entry describes a single company or person.\\\" Cross-references describe a category redirection. I will exclude them.\\n\\n    Let's refine the \\\"Brunnenverwaltung Eptingen\\\" case.\\n    If I look at \\\"Schweiz. Geigenbaugesellschaft Liestal\\\", \\\"Liestal\\\" is clearly the town.\\n    If I look at \\\"Affentranger, Haas & Plattner, Niederdorf\\\", \\\"Niederdorf\\\" is clearly the town.\\n    \\\"Brunnenverwaltung Eptingen\\\" -> \\\"Eptingen\\\" is the town.\\n    So I will extract the location.\\n\\n    One detail: \\\"Alf. Schray (Kleinm\u00f6bel)\\\". The part in brackets is product description. I should exclude it from company name.\\n    \\\"A.-G. B\u00e4chtold & Cie. (Benzinmotoren...)\\\" -> Exclude brackets.\\n    \\\"Maschinenfabrik Burckhardt A.-G. (Druckluftmotoren...)\\\" -> Exclude brackets.\\n    \\\"G. Meidinger & Cie. (f\u00fcr Webstuhlantrieb...)\\\" -> Exclude brackets.\\n    \\\"A.-G. f\u00fcr Motorlastwagen Soller (auch Reparaturst\u00fccke).\\\" -> Exclude brackets.\\n    \\\"Hug & Co. (Blechblasinstrumente).\\\" -> Exclude brackets.\\n    \\\"Schweiz. Geigenbaugesellschaft Liestal (Geigen...)\\\" -> Exclude brackets. Note: \\\"Liestal\\\" is before the bracket.\\n    \\\"Schweizerisches Musikhaus Bannwart & Cie. (Mundharmonikas...)\\\" -> Exclude brackets.\\n    \\\"Affentranger, Haas & Plattner, Niederdorf (Schrauben...)\\\" -> Exclude brackets. Note: \\\"Niederdorf\\\" is before the bracket.\\n    \\\"Schweizerische N\u00e4hmaschinenfabrik A.-G. (f\u00fcr Hand-...)\\\" -> Exclude brackets.\\n    \\\"G. P. Richter (N\u00e4hrsalze...)\\\" -> Exclude brackets.\\n    \\\"E. H. Schacke (N\u00e4hrsalz-Cacao...)\\\" -> Exclude brackets.\\n\\n    So, clean company names.\\n\\n    Final check on entries:\\n    - Page ID: 24\\n    - Entries:\\n        1. A. Boreux\\n        2. Brunnenverwaltung (Loc: Eptingen) -> Wait, is \\\"Brunnenverwaltung\\\" the company? Or \\\"Brunnenverwaltung Eptingen\\\"? Usually \\\"Brunnenverwaltung\\\" is a generic term (Spring Administration). \\\"Eptingen\\\" makes it specific. I'll treat \\\"Eptingen\\\" as location.\\n        3. Singer & Buchenhorner A.-G.\\n        4. Alf. D\u00fcrr, J. H. Neukomm's Nachf.\\n        5. Ausstattungsmagazine Ed. Senft.\\n        6. Basler M\u00f6belfabrik A.-G. vorm. Hermann Wagner & Cie.\\n        7. Adolf B\u00fcrgin.\\n        8. Bussinger & Cie.\\n        9. Fr\u00e4nkel & Voellmy.\\n        10. H. Hartmann.\\n        11. Kunsthandlung Rath.\\n        12. M. Russ.\\n        13. Alf. Schray\\n        14. Wolf & Glatz.\\n        15. Gebr. Antonietti.\\n        16. A.-G. B\u00e4chtold & Cie.\\n        17. Maschinenfabrik Burckhardt A.-G.\\n        18. G. Meidinger & Cie.\\n        19. A.-G. f\u00fcr Motorlastwagen Soller\\n        20. Hug & Co.\\n        21. Schweiz. Geigenbaugesellschaft (Loc: Liestal)\\n        22. Schweizerisches Musikhaus Bannwart & Cie.\\n        23. Henri Grunauer.\\n        24. Hans Ritter-Soder.\\n        25. Alb. Singeisen-Halder.\\n        26. Ch. H. Pfister & Co.\\n        27. E. M\u00fcry & Cie.\\n        28. Affentranger, Haas & Plattner (Loc: Niederdorf)\\n        29. Schweizerische N\u00e4hmaschinenfabrik A.-G.\\n        30. G. P. Richter\\n        31. E. H. Schacke\\n\\n    Wait, \\\"Brunnenverwaltung Eptingen\\\". If I separate it, Company: \\\"Brunnenverwaltung\\\", Location: \\\"Eptingen\\\".\\n    \\\"Schweiz. Geigenbaugesellschaft Liestal\\\". Company: \\\"Schweiz. Geigenbaugesellschaft\\\", Location: \\\"Liestal\\\".\\n    \\\"Affentranger, Haas & Plattner, Niederdorf\\\". Company: \\\"Affentranger, Haas & Plattner\\\", Location: \\\"Niederdorf\\\".\\n\\n    This seems consistent.\\n\\n    One small check: \\\"Alf. D\u00fcrr, J. H. Neukomm's Nachf. (k\u00fcnstliches).\\\" -> \\\"k\u00fcnstliches\\\" means artificial (water). It's in brackets/parentheses. I should remove it.\\n    \\\"Alf. Schray (Kleinm\u00f6bel).\\\" -> Remove \\\"(Kleinm\u00f6bel)\\\".\\n\\n    Let's assemble the JSON.\",\"reasoning_details\":[{\"type\":\"reasoning.text\",\"text\":\"user wants me to extract company information from an image of a trade index page.\\n\\n**1. Analyze the image:**\\n- The page number is 24.\\n- The text is in German.\\n- It's a thematic list (categorized by product type).\\n- There are two columns.\\n\\n**2. Break down the content by category:**\\n\\n**Left Column:**\\n- **Mikroskopie und Zubeh\u00f6r (Deckgl\u00e4ser, Objekttr\u00e4ger, Cartonnage).**\\n    - A. Boreux.\\n- **Mineralwasser.**\\n    - Brunnenverwaltung Eptingen\\n    - Singer & Buchenhorner A.-G.\\n    - Alf. D\u00fcrr, J. H. Neukomm's Nachf. (k\u00fcnstliches).\\n- **M\u00f6bel, h\u00f6lzerne.**\\n    - Ausstattungsmagazine Ed. Senft.\\n    - Basler M\u00f6belfabrik A.-G. vorm. Hermann Wagner & Cie.\\n    - Adolf B\u00fcrgin.\\n    - Bussinger & Cie.\\n    - Fr\u00e4nkel & Voellmy.\\n    - H. Hartmann.\\n    - Kunsthandlung Rath.\\n    - M. Russ.\\n    - Alf. Schray (Kleinm\u00f6bel).\\n    - Wolf & Glatz.\\n- **Mosaik- und Terrazzo-B\u00f6den.**\\n    - Gebr. Antonietti.\\n- **Motoren.**\\n    - A.-G. B\u00e4chtold & Cie. (Benzinmotoren, Dieselmotoren, Gasmotoren, Roh\u00f6lmotoren, Sauggasmotoren, Schiffsmotoren).\\n    - Maschinenfabrik Burckhardt A.-G. (Druckluftmotoren f\u00fcr Laboratorien).\\n    - G. Meidinger & Cie. (f\u00fcr Webstuhlantrieb, Centrifugenantrieb, fahrbare Motoren mit Zahnradbetrieb, Automobilmotoren).\\n    - s. Elektromotoren. (This is a cross-reference, not a company).\\n- **Motorlastwagen.**\\n    - A.-G. f\u00fcr Motorlastwagen Soller (auch Reparaturst\u00fccke).\\n\\n**Right Column:**\\n- **Musikinstrumente.**\\n    - Hug & Co. (Blechblasinstrumente).\\n    - Schweiz. Geigenbaugesellschaft Liestal (Geigen, Celli, B\u00e4sse, B\u00f6gen, Gitarren, Zithern). -> Location: Liestal\\n    - Schweizerisches Musikhaus Bannwart & Cie. (Mundharmonikas, Ziehharmonikas, Zungenmusikinstrumente, Blechblasinstrumente).\\n- **Musterkarten f\u00fcr chemische Fabriken, F\u00e4rbereien etc.**\\n    - Henri Grunauer.\\n    - Hans Ritter-Soder.\\n    - Alb. Singeisen-Halder.\\n- **Magnesiacement.**\\n    - Ch. H. Pfister & Co.\\n- **N\u00e4hfaden.**\\n    - E. M\u00fcry & Cie.\\n- **N\u00e4hmaschinen.**\\n    - Affentranger, Haas & Plattner, Niederdorf (Schrauben und kleine Bestandteile f\u00fcr N\u00e4hmaschinen). -> Location: Niederdorf\\n    - Schweizerische N\u00e4hmaschinenfabrik A.-G. (f\u00fcr Hand-, Fuss- und elektrischen Betrieb, Fabrik tische f\u00fcr Kraftbetrieb).\\n- **N\u00e4hseide, s. Floretseide.** (Cross-reference).\\n- **N\u00e4hrsalzpr\u00e4parate.**\\n    - G. P. Richter (N\u00e4hrsalze \u00abGerstyl\u00bb, N\u00e4hrsalz - Bananencacao, N\u00e4hrsalz - Hafercacao, N\u00e4hrsalz - Kaffee).\\n    - E. H. Schacke (N\u00e4hrsalz-Cacao, N\u00e4hrsalz-Kaffee).\\n\\n**3. Format the output:**\\n- `page_id`: \\\"24\\\"\\n- Iterate through the extracted companies.\\n- Assign `entry_id` sequentially (e.g., \\\"24-1\\\", \\\"24-2\\\", etc.).\\n- Extract `company_name`.\\n- Extract `location` if present. Most entries don't have explicit locations like \\\"Zurich\\\" or \\\"London\\\", but \\\"Liestal\\\" and \\\"Niederdorf\\\" are clearly locations attached to the company name in the text.\\n    - \\\"Schweiz. Geigenbaugesellschaft Liestal\\\" -> Company: \\\"Schweiz. Geigenbaugesellschaft\\\", Location: \\\"Liestal\\\"\\n    - \\\"Affentranger, Haas & Plattner, Niederdorf\\\" -> Company: \\\"Affentranger, Haas & Plattner\\\", Location: \\\"Niederdorf\\\"\\n    - Wait, looking closely at \\\"Schweiz. Geigenbaugesellschaft Liestal\\\". It looks like the company name might include the location or the location is just listed next to it. The prompt says \\\"Thematic entries often have locations.\\\"\\n    - Let's look at \\\"Brunnenverwaltung Eptingen\\\". Eptingen is a place. So Company: \\\"Brunnenverwaltung\\\", Location: \\\"Eptingen\\\"? Or Company: \\\"Brunnenverwaltung Eptingen\\\"? Usually, in these lists, if it's \\\"Company Name Location\\\", the location is separate. But \\\"Brunnenverwaltung Eptingen\\\" sounds like the full name (Spring administration of Eptingen). Let's treat \\\"Eptingen\\\" as part of the name unless it's clearly separated.\\n    - Actually, looking at \\\"Schweiz. Geigenbaugesellschaft Liestal\\\", Liestal is definitely a town.\\n    - Looking at \\\"Affentranger, Haas & Plattner, Niederdorf\\\", Niederdorf is a town.\\n    - Let's look at the instruction: \\\"The location of the company, e.g. 'Zurich' or 'London, UK'. If no location is given, set to null.\\\"\\n    - For \\\"Brunnenverwaltung Eptingen\\\", Eptingen is a municipality. It's likely the location. I will separate it if it looks like a location. \\\"Brunnenverwaltung\\\" is the entity, \\\"Eptingen\\\" is the place.\\n    - For \\\"Schweiz. Geigenbaugesellschaft Liestal\\\", \\\"Liestal\\\" is the place.\\n    - For \\\"Affentranger, Haas & Plattner, Niederdorf\\\", \\\"Niederdorf\\\" is the place.\\n\\n    Let's refine the list.\\n\\n    1. A. Boreux\\n    2. Brunnenverwaltung Eptingen -> Company: Brunnenverwaltung, Location: Eptingen? Or Company: Brunnenverwaltung Eptingen. Given the context of \\\"Mineralwasser\\\", Eptingen is famous for its spring. So \\\"Brunnenverwaltung Eptingen\\\" is likely the full name. I'll keep it together or separate? The prompt says \\\"Thematic entries often have locations.\\\" Let's assume standard format \\\"Name Location\\\".\\n    Let's look at \\\"Basler M\u00f6belfabrik\\\". Basler implies Basel, but it's part of the name.\\n    Let's look at \\\"Schweiz. Geigenbaugesellschaft Liestal\\\". This looks like Name + Location.\\n    Let's look at \\\"Affentranger, Haas & Plattner, Niederdorf\\\". This looks like Name + Location.\\n\\n    Let's try to be consistent. If a city name is appended at the end, it's likely a location.\\n    - \\\"Brunnenverwaltung Eptingen\\\": Eptingen is a place. I will extract \\\"Eptingen\\\" as location? Or is it part of the name? \\\"Brunnenverwaltung\\\" is generic. \\\"Eptingen\\\" specifies it. I'll treat \\\"Eptingen\\\" as location.\\n    - \\\"Schweiz. Geigenbaugesellschaft Liestal\\\": Location \\\"Liestal\\\".\\n    - \\\"Affentranger, Haas & Plattner, Niederdorf\\\": Location \\\"Niederdorf\\\".\\n\\n    Wait, re-reading the prompt: \\\"Thematic entries often have locations.\\\"\\n    Let's look at the entries again.\\n    - \\\"A. Boreux\\\" -> No location.\\n    - \\\"Brunnenverwaltung Eptingen\\\" -> \\\"Eptingen\\\" is a location.\\n    - \\\"Singer & Buchenhorner A.-G.\\\" -> No location.\\n    - \\\"Alf. D\u00fcrr, J. H. Neukomm's Nachf.\\\" -> No location.\\n    - \\\"Ausstattungsmagazine Ed. Senft.\\\" -> No location.\\n    - \\\"Basler M\u00f6belfabrik A.-G. vorm. Hermann Wagner & Cie.\\\" -> \\\"Basler\\\" is an adjective, part of name.\\n    - \\\"Adolf B\u00fcrgin.\\\" -> No location.\\n    - \\\"Bussinger & Cie.\\\" -> No location.\\n    - \\\"Fr\u00e4nkel & Voellmy.\\\" -> No location.\\n    - \\\"H. Hartmann.\\\" -> No location.\\n    - \\\"Kunsthandlung Rath.\\\" -> No location.\\n    - \\\"M. Russ.\\\" -> No location.\\n    - \\\"Alf. Schray (Kleinm\u00f6bel).\\\" -> No location.\\n    - \\\"Wolf & Glatz.\\\" -> No location.\\n    - \\\"Gebr. Antonietti.\\\" -> No location.\\n    - \\\"A.-G. B\u00e4chtold & Cie.\\\" -> No location.\\n    - \\\"Maschinenfabrik Burckhardt A.-G.\\\" -> No location.\\n    - \\\"G. Meidinger & Cie.\\\" -> No location.\\n    - \\\"A.-G. f\u00fcr Motorlastwagen Soller\\\" -> No location.\\n\\n    Right column:\\n    - \\\"Hug & Co.\\\" -> No location.\\n    - \\\"Schweiz. Geigenbaugesellschaft Liestal\\\" -> Location: Liestal.\\n    - \\\"Schweizerisches Musikhaus Bannwart & Cie.\\\" -> No location.\\n    - \\\"Henri Grunauer.\\\" -> No location.\\n    - \\\"Hans Ritter-Soder.\\\" -> No location.\\n    - \\\"Alb. Singeisen-Halder.\\\" -> No location.\\n    - \\\"Ch. H. Pfister & Co.\\\" -> No location.\\n    - \\\"E. M\u00fcry & Cie.\\\" -> No location.\\n    - \\\"Affentranger, Haas & Plattner, Niederdorf\\\" -> Location: Niederdorf.\\n    - \\\"Schweizerische N\u00e4hmaschinenfabrik A.-G.\\\" -> No location.\\n    - \\\"G. P. Richter\\\" -> No location.\\n    - \\\"E. H. Schacke\\\" -> No location.\\n\\n    Okay, I will extract locations where they appear as distinct entities at the end of the line or clearly separated.\\n    - \\\"Brunnenverwaltung Eptingen\\\": I will treat \\\"Eptingen\\\" as location.\\n    - \\\"Schweiz. Geigenbaugesellschaft Liestal\\\": Location \\\"Liestal\\\".\\n    - \\\"Affentranger, Haas & Plattner, Niederdorf\\\": Location \\\"Niederdorf\\\".\\n\\n    Let's check \\\"Basler M\u00f6belfabrik\\\". \\\"Basler\\\" means \\\"from Basel\\\". It's part of the name.\\n    Let's check \\\"Schweizerische N\u00e4hmaschinenfabrik\\\". \\\"Schweizerische\\\" means \\\"Swiss\\\". Part of name.\\n\\n    So, the plan:\\n    - Iterate through the list.\\n    - Create JSON objects.\\n\\n    List:\\n    1. A. Boreux\\n    2. Brunnenverwaltung (Loc: Eptingen) -> Actually, \\\"Brunnenverwaltung Eptingen\\\" is likely the full name of the entity managing the spring in Eptingen. But \\\"Eptingen\\\" is a location. I'll put \\\"Eptingen\\\" in location.\\n    3. Singer & Buchenhorner A.-G.\\n    4. Alf. D\u00fcrr, J. H. Neukomm's Nachf.\\n    5. Ausstattungsmagazine Ed. Senft.\\n    6. Basler M\u00f6belfabrik A.-G. vorm. Hermann Wagner & Cie.\\n    7. Adolf B\u00fcrgin.\\n    8. Bussinger & Cie.\\n    9. Fr\u00e4nkel & Voellmy.\\n    10. H. Hartmann.\\n    11. Kunsthandlung Rath.\\n    12. M. Russ.\\n    13. Alf. Schray\\n    14. Wolf & Glatz.\\n    15. Gebr. Antonietti.\\n    16. A.-G. B\u00e4chtold & Cie.\\n    17. Maschinenfabrik Burckhardt A.-G.\\n    18. G. Meidinger & Cie.\\n    19. A.-G. f\u00fcr Motorlastwagen Soller\\n    20. Hug & Co.\\n    21. Schweiz. Geigenbaugesellschaft (Loc: Liestal)\\n    22. Schweizerisches Musikhaus Bannwart & Cie.\\n    23. Henri Grunauer.\\n    24. Hans Ritter-Soder.\\n    25. Alb. Singeisen-Halder.\\n    26. Ch. H. Pfister & Co.\\n    27. E. M\u00fcry & Cie.\\n    28. Affentranger, Haas & Plattner (Loc: Niederdorf)\\n    29. Schweizerische N\u00e4hmaschinenfabrik A.-G.\\n    30. G. P. Richter\\n    31. E. H. Schacke\\n\\n    Wait, I missed \\\"s. Elektromotoren\\\" and \\\"N\u00e4hseide, s. Floretseide\\\". These are cross-references (\\\"see...\\\"). I should probably ignore them as they are not companies. The prompt says \\\"Each entry describes a single company or person.\\\" Cross-references describe a category redirection. I will exclude them.\\n\\n    Let's refine the \\\"Brunnenverwaltung Eptingen\\\" case.\\n    If I look at \\\"Schweiz. Geigenbaugesellschaft Liestal\\\", \\\"Liestal\\\" is clearly the town.\\n    If I look at \\\"Affentranger, Haas & Plattner, Niederdorf\\\", \\\"Niederdorf\\\" is clearly the town.\\n    \\\"Brunnenverwaltung Eptingen\\\" -> \\\"Eptingen\\\" is the town.\\n    So I will extract the location.\\n\\n    One detail: \\\"Alf. Schray (Kleinm\u00f6bel)\\\". The part in brackets is product description. I should exclude it from company name.\\n    \\\"A.-G. B\u00e4chtold & Cie. (Benzinmotoren...)\\\" -> Exclude brackets.\\n    \\\"Maschinenfabrik Burckhardt A.-G. (Druckluftmotoren...)\\\" -> Exclude brackets.\\n    \\\"G. Meidinger & Cie. (f\u00fcr Webstuhlantrieb...)\\\" -> Exclude brackets.\\n    \\\"A.-G. f\u00fcr Motorlastwagen Soller (auch Reparaturst\u00fccke).\\\" -> Exclude brackets.\\n    \\\"Hug & Co. (Blechblasinstrumente).\\\" -> Exclude brackets.\\n    \\\"Schweiz. Geigenbaugesellschaft Liestal (Geigen...)\\\" -> Exclude brackets. Note: \\\"Liestal\\\" is before the bracket.\\n    \\\"Schweizerisches Musikhaus Bannwart & Cie. (Mundharmonikas...)\\\" -> Exclude brackets.\\n    \\\"Affentranger, Haas & Plattner, Niederdorf (Schrauben...)\\\" -> Exclude brackets. Note: \\\"Niederdorf\\\" is before the bracket.\\n    \\\"Schweizerische N\u00e4hmaschinenfabrik A.-G. (f\u00fcr Hand-...)\\\" -> Exclude brackets.\\n    \\\"G. P. Richter (N\u00e4hrsalze...)\\\" -> Exclude brackets.\\n    \\\"E. H. Schacke (N\u00e4hrsalz-Cacao...)\\\" -> Exclude brackets.\\n\\n    So, clean company names.\\n\\n    Final check on entries:\\n    - Page ID: 24\\n    - Entries:\\n        1. A. Boreux\\n        2. Brunnenverwaltung (Loc: Eptingen) -> Wait, is \\\"Brunnenverwaltung\\\" the company? Or \\\"Brunnenverwaltung Eptingen\\\"? Usually \\\"Brunnenverwaltung\\\" is a generic term (Spring Administration). \\\"Eptingen\\\" makes it specific. I'll treat \\\"Eptingen\\\" as location.\\n        3. Singer & Buchenhorner A.-G.\\n        4. Alf. D\u00fcrr, J. H. Neukomm's Nachf.\\n        5. Ausstattungsmagazine Ed. Senft.\\n        6. Basler M\u00f6belfabrik A.-G. vorm. Hermann Wagner & Cie.\\n        7. Adolf B\u00fcrgin.\\n        8. Bussinger & Cie.\\n        9. Fr\u00e4nkel & Voellmy.\\n        10. H. Hartmann.\\n        11. Kunsthandlung Rath.\\n        12. M. Russ.\\n        13. Alf. Schray\\n        14. Wolf & Glatz.\\n        15. Gebr. Antonietti.\\n        16. A.-G. B\u00e4chtold & Cie.\\n        17. Maschinenfabrik Burckhardt A.-G.\\n        18. G. Meidinger & Cie.\\n        19. A.-G. f\u00fcr Motorlastwagen Soller\\n        20. Hug & Co.\\n        21. Schweiz. Geigenbaugesellschaft (Loc: Liestal)\\n        22. Schweizerisches Musikhaus Bannwart & Cie.\\n        23. Henri Grunauer.\\n        24. Hans Ritter-Soder.\\n        25. Alb. Singeisen-Halder.\\n        26. Ch. H. Pfister & Co.\\n        27. E. M\u00fcry & Cie.\\n        28. Affentranger, Haas & Plattner (Loc: Niederdorf)\\n        29. Schweizerische N\u00e4hmaschinenfabrik A.-G.\\n        30. G. P. Richter\\n        31. E. H. Schacke\\n\\n    Wait, \\\"Brunnenverwaltung Eptingen\\\". If I separate it, Company: \\\"Brunnenverwaltung\\\", Location: \\\"Eptingen\\\".\\n    \\\"Schweiz. Geigenbaugesellschaft Liestal\\\". Company: \\\"Schweiz. Geigenbaugesellschaft\\\", Location: \\\"Liestal\\\".\\n    \\\"Affentranger, Haas & Plattner, Niederdorf\\\". Company: \\\"Affentranger, Haas & Plattner\\\", Location: \\\"Niederdorf\\\".\\n\\n    This seems consistent.\\n\\n    One small check: \\\"Alf. D\u00fcrr, J. H. Neukomm's Nachf. (k\u00fcnstliches).\\\" -> \\\"k\u00fcnstliches\\\" means artificial (water). It's in brackets/parentheses. I should remove it.\\n    \\\"Alf. Schray (Kleinm\u00f6bel).\\\" -> Remove \\\"(Kleinm\u00f6bel)\\\".\\n\\n    Let's assemble the JSON.\",\"format\":\"unknown\",\"index\":0}]},\"native_finish_reason\":\"stop\"}],\"created\":1776763744,\"model\":\"qwen/qwen3.6-plus-04-02\",\"object\":\"chat.completion\",\"service_tier\":null,\"system_fingerprint\":null,\"usage\":{\"completion_tokens\":5492,\"prompt_tokens\":3120,\"total_tokens\":8612,\"completion_tokens_details\":{\"accepted_prediction_tokens\":null,\"audio_tokens\":0,\"reasoning_tokens\":4148,\"rejected_prediction_tokens\":null,\"image_tokens\":0},\"prompt_tokens_details\":{\"audio_tokens\":0,\"cached_tokens\":0,\"cache_write_tokens\":0,\"video_tokens\":0},\"cost\":0.0117234,\"is_byok\":false,\"cost_details\":{\"upstream_inference_cost\":0.0117234,\"upstream_inference_prompt_cost\":0.001014,\"upstream_inference_completions_cost\":0.0107094}},\"provider\":\"Alibaba\"}"}, "scoring": {"f1_micro": 0.5303030303030303, "f1_macro": 0.538, "micro_precision": 0.5313765182186235, "micro_recall": 0.5292338709677419, "total_instances": 15, "total_tp": 525, "total_fp": 463, "total_fn": 467, "cost_summary": {"total_input_tokens": 46711, "total_output_tokens": 63434, "total_tokens": 110145, "input_cost_usd": 0.015181075, "output_cost_usd": 0.12369629999999998, "total_cost_usd": 0.138877375}}, "pricing": {"bucket_date": "2026-04-21", "age_days": 0, "input_price_per_million": 0.325, "output_price_per_million": 1.95}, "timing": {"total_response_s": 840.04, "mean_response_s": 56.0, "slowest_response_s": 178.79, "inputs_timed": 15, "inputs_stored": 15, "span_s": 156.04}, "normalized_score": 53.800000000000004}