{"_id": {"$oid": "6a8456c1ef0a19c343227d74"}, "test_id": "T1578", "benchmark": "company_lists", "date": "2026-08-16", "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": "huggingface", "model": "meta-models/Muse-Glimmer-30B:together", "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 Eptingen\",\"location\":\"null\"},{\"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\u00e4chtoid & 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 Liestal\",\"location\":\"null\"},{\"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\":\"Niederndorf\"},{\"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": "meta-models/Muse-Glimmer-30B", "provider": "huggingface", "finish_reason": "stop", "usage": {"input_tokens": 3870, "output_tokens": 6509, "total_tokens": 10379, "cached_tokens": 16, "input_cost_usd": 0.0013545, "output_cost_usd": 0.0097635, "estimated_cost_usd": 0.011118}, "duration": 70.02309918403625, "timestamp": "2026-08-16T02:54:57.822612", "parsed": {"page_id": "24", "entries": [{"entry_id": "24-1", "company_name": "A. Boreux", "location": "null"}, {"entry_id": "24-2", "company_name": "Brunnenverwaltung Eptingen", "location": "null"}, {"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\u00e4chtoid & 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 Liestal", "location": "null"}, {"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": "Niederndorf"}, {"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": "b9964b34-87cc-4781-97f5-59632f8e8740", "score": {"f1_score": 0.5, "precision": 0.5, "recall": 0.49230769230769234, "true_positives": 32, "false_positives": 32, "false_negatives": 33, "field_scores": {"entries[15].company_name": {"response": "A.-G. B\u00e4chtoid & Cie.", "ground_truth": "A.-G. B\u00e4chtold & Cie.", "score": 0.9523809523809522}, "entries[23].entry_id": {"response": "24-24", "ground_truth": "156089_1321079_26-24", "score": 0.31999999999999995}, "entries[6].company_name": {"response": "Adolf B\u00fcrgin", "ground_truth": "Adolf B\u00fcrgin", "score": 1.0}, "entries[30].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[29].entry_id": {"response": "24-30", "ground_truth": "156089_1321079_26-30", "score": 0.31999999999999995}, "entries[27].location": {"response": "Niederndorf", "ground_truth": "Niederdorf", "score": 0.9523809523809522}, "entries[22].company_name": {"response": "Henri Grunauer", "ground_truth": "Henri Grunauer", "score": 1.0}, "entries[14].company_name": {"response": "Gebr. Antonietti", "ground_truth": "Gebr. Antonietti", "score": 1.0}, "entries[21].entry_id": {"response": "24-22", "ground_truth": "156089_1321079_26-22", "score": 0.31999999999999995}, "entries[6].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[23].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[1].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[14].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[1].entry_id": {"response": "24-2", "ground_truth": "156089_1321079_26-2", "score": 0.26086956521739135}, "entries[27].entry_id": {"response": "24-28", "ground_truth": "156089_1321079_26-28", "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[18].entry_id": {"response": "24-19", "ground_truth": "156089_1321079_26-19", "score": 0.31999999999999995}, "entries[1].company_name": {"response": "Brunnenverwaltung Eptingen", "ground_truth": "Brunnenverwaltung Eptingen", "score": 1.0}, "entries[4].company_name": {"response": "Ausstattungsmagazine Ed. Senft", "ground_truth": "Ausstattungsmagazine Ed. Senft.", "score": 0.9836065573770492}, "entries[27].company_name": {"response": "Affentranger, Haas & Plattner", "ground_truth": "Affentranger, Haas & Plattner", "score": 1.0}, "entries[29].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[24].company_name": {"response": "Alb. Singeisen-Halder", "ground_truth": "Alb. Singeisen-Halder", "score": 1.0}, "entries[24].entry_id": {"response": "24-25", "ground_truth": "156089_1321079_26-25", "score": 0.31999999999999995}, "entries[17].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[30].entry_id": {"response": "24-31", "ground_truth": "156089_1321079_26-31", "score": 0.31999999999999995}, "entries[5].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[25].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[26].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[10].company_name": {"response": "Kunsthandlung Rath", "ground_truth": "Kunsthandlung Rath", "score": 1.0}, "entries[4].entry_id": {"response": "24-5", "ground_truth": "156089_1321079_26-5", "score": 0.26086956521739135}, "entries[25].entry_id": {"response": "24-26", "ground_truth": "156089_1321079_26-26", "score": 0.31999999999999995}, "entries[7].entry_id": {"response": "24-8", "ground_truth": "156089_1321079_26-8", "score": 0.26086956521739135}, "entries[0].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[11].entry_id": {"response": "24-12", "ground_truth": "156089_1321079_26-12", "score": 0.31999999999999995}, "entries[5].entry_id": {"response": "24-6", "ground_truth": "156089_1321079_26-6", "score": 0.26086956521739135}, "entries[19].company_name": {"response": "Hug & Co.", "ground_truth": "Hug & Co.", "score": 1.0}, "entries[20].entry_id": {"response": "24-21", "ground_truth": "156089_1321079_26-21", "score": 0.31999999999999995}, "entries[2].entry_id": {"response": "24-3", "ground_truth": "156089_1321079_26-3", "score": 0.26086956521739135}, "entries[28].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[22].entry_id": {"response": "24-23", "ground_truth": "156089_1321079_26-23", "score": 0.31999999999999995}, "entries[13].company_name": {"response": "Wolf & Glatz", "ground_truth": "Wolf & Glatz", "score": 1.0}, "entries[17].entry_id": {"response": "24-18", "ground_truth": "156089_1321079_26-18", "score": 0.31999999999999995}, "entries[26].company_name": {"response": "E. M\u00fcry & Cie.", "ground_truth": "E. M\u00fcry & Cie.", "score": 1.0}, "entries[12].company_name": {"response": "Alf. Schray", "ground_truth": "Alf. Schray", "score": 1.0}, "entries[15].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[18].company_name": {"response": "A.-G. f\u00fcr Motorlastwagen Soller", "ground_truth": "A.-G. f\u00fcr Motorlastwagen Soller", "score": 1.0}, "entries[9].company_name": {"response": "H. Hartmann", "ground_truth": "H. Hartmann", "score": 1.0}, "entries[7].company_name": {"response": "Bussinger & Cie.", "ground_truth": "Bussinger & Cie.", "score": 1.0}, "entries[13].entry_id": {"response": "24-14", "ground_truth": "156089_1321079_26-14", "score": 0.31999999999999995}, "entries[20].company_name": {"response": "Schweiz. Geigenbaugesellschaft Liestal", "ground_truth": "Schweiz. Geigenbaugesellschaft Liestal", "score": 1.0}, "entries[25].company_name": {"response": "Ch. H. Pfister & Co.", "ground_truth": "Ch. H. Pfister & Co.", "score": 1.0}, "entries[3].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[29].company_name": {"response": "G. P. Richter", "ground_truth": "G. P. Richter", "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[8].entry_id": {"response": "24-9", "ground_truth": "156089_1321079_26-9", "score": 0.26086956521739135}, "entries[0].entry_id": {"response": "24-1", "ground_truth": "156089_1321079_26-1", "score": 0.26086956521739135}, "entries[19].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[8].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[9].location": {"response": "", "ground_truth": "", "score": 1.0}, "page_id": {"response": "24", "ground_truth": "156089_1321079_26", "score": 0.10526315789473684}, "entries[10].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[17].company_name": {"response": "G. Meidinger & Cie.", "ground_truth": "G. Meidinger & Cie.", "score": 1.0}, "entries[19].entry_id": {"response": "24-20", "ground_truth": "156089_1321079_26-20", "score": 0.31999999999999995}, "entries[11].company_name": {"response": "M. Russ", "ground_truth": "M. Russ", "score": 1.0}, "entries[4].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[12].entry_id": {"response": "24-13", "ground_truth": "156089_1321079_26-13", "score": 0.31999999999999995}, "entries[22].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[18].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[8].company_name": {"response": "Fr\u00e4nkel & Voellmy", "ground_truth": "Fr\u00e4nkel & Voellmy", "score": 1.0}, "entries[2].company_name": {"response": "Singer & Buchenhorner A.-G.", "ground_truth": "Singer & Buchenhorner A.-G.", "score": 1.0}, "entries[7].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[0].company_name": {"response": "A. Boreux", "ground_truth": "A. Boreux", "score": 1.0}, "entries[28].entry_id": {"response": "24-29", "ground_truth": "156089_1321079_26-29", "score": 0.31999999999999995}, "entries[2].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[9].entry_id": {"response": "24-10", "ground_truth": "156089_1321079_26-10", "score": 0.31999999999999995}, "entries[20].location": {"response": "", "ground_truth": "Liestal", "score": 0.0}, "entries[10].entry_id": {"response": "24-11", "ground_truth": "156089_1321079_26-11", "score": 0.31999999999999995}, "entries[12].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[14].entry_id": {"response": "24-15", "ground_truth": "156089_1321079_26-15", "score": 0.31999999999999995}, "entries[6].entry_id": {"response": "24-7", "ground_truth": "156089_1321079_26-7", "score": 0.26086956521739135}, "entries[26].entry_id": {"response": "24-27", "ground_truth": "156089_1321079_26-27", "score": 0.31999999999999995}, "entries[21].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[24].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[15].entry_id": {"response": "24-16", "ground_truth": "156089_1321079_26-16", "score": 0.31999999999999995}, "entries[3].entry_id": {"response": "24-4", "ground_truth": "156089_1321079_26-4", "score": 0.26086956521739135}, "entries[23].company_name": {"response": "Hans Ritter-Soder", "ground_truth": "Hans Ritter-Soder", "score": 1.0}, "entries[30].company_name": {"response": "E. H. Schacke", "ground_truth": "E. H. Schacke", "score": 1.0}, "entries[13].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[16].company_name": {"response": "Maschinenfabrik Burckhardt A.-G.", "ground_truth": "Maschinenfabrik Burckhardt A.-G.", "score": 1.0}, "entries[16].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[11].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[16].entry_id": {"response": "24-17", "ground_truth": "156089_1321079_26-17", "score": 0.31999999999999995}, "entries[21].company_name": {"response": "Schweizerisches Musikhaus Bannwart & Cie.", "ground_truth": "Schweizerisches Musikhaus Bannwart & Cie.", "score": 1.0}}, "total_fields": 94}, "raw_response": "{\"id\":\"owN5QWw-fdNmn-a2bc76d18d115648\",\"choices\":[{\"finish_reason\":\"stop\",\"index\":0,\"logprobs\":null,\"message\":{\"content\":\"{\\n  \\\"page_id\\\": \\\"24\\\",\\n  \\\"entries\\\": [\\n    {\\n      \\\"entry_id\\\": \\\"24-1\\\",\\n      \\\"company_name\\\": \\\"A. Boreux\\\",\\n      \\\"location\\\": \\\"null\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"24-2\\\",\\n      \\\"company_name\\\": \\\"Brunnenverwaltung Eptingen\\\",\\n      \\\"location\\\": \\\"null\\\"\\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\u00e4chtoid & 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 Liestal\\\",\\n      \\\"location\\\": \\\"null\\\"\\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\\\": \\\"Niederndorf\\\"\\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 Eptingen\",\"location\":\"null\"},{\"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\u00e4chtoid & 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 Liestal\",\"location\":\"null\"},{\"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\":\"Niederndorf\"},{\"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\":\"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...\\nOutput JSON array of objects with fields:\\nentry_id, company_name, location. If no location given set to null.\\n\\nPage ID is given as {page_id}. But not given? Maybe we need placeholder? Probably page_id is 24? The page shows \u2014 24 \u2014. So page_id maybe 24. Use {page_id} literal? Instruction says page ID is given as {page_id}. Might need to replace with actual? Might be unknown. Could use \\\"24\\\". Probably use \\\"24-1\\\". I'll assume page_id = 24.\\n\\nWe need extract each company listed. Thematic entries often have locations. Headings are not companies. Some headings are references like \\\"N\u00e4hseide, s. Floretseide.\\\" That's not a company.\\n\\nWe need parse left column and right column.\\n\\nLeft column:\\n\\nMikroskopie und Zubeh\u00f6r (Deckgl\u00e4ser, Objekttr\u00e4ger, Cartonnage).\\nA. Boreux.\\n\\nSo company: A. Boreux. No location. entry.\\n\\nMineralwasser.\\nBrunnenverwaltung Eptingen\\nSinger & Buchenhorner A.-G.\\nAlf. D\u00fcrr, J. H. Neukomm's Nachf. (k\u00fcnstliches).\\n\\nBrunnenverwaltung Eptingen: location? Eptingen is a place. Probably location = Eptingen. The entry is \\\"Brunnenverwaltung Eptingen\\\". Is Eptingen part of name or location? Might be company name is Brunnenverwaltung Eptingen, location null? Typically Brunnenverwaltung Eptingen is company name includes location. Hmm thematic entries often have locations. Might be company name Brunnenverwaltung, location Eptingen. But ambiguous. Could treat whole as company name. The instruction: Do not add country information, if it is not directly written with the location. Location e.g. 'Zurich' or 'London, UK'. If no location is given, set to null.\\n\\nIn thematic list, often company name on one line, location on next line? Let's examine.\\n\\nMineralwasser.\\nBrunnenverwaltung Eptingen\\nSinger & Buchenhorner A.-G.\\nAlf. D\u00fcrr, J. H. Neukomm's Nachf. (k\u00fcnstliches).\\n\\nProbably Brunnenverwaltung Eptingen is company name, no separate location. Eptingen is part of name.\\n\\nM\u00f6bel, h\u00f6lzerne.\\nAusstattungsmagazine Ed. Senft.\\nBasler M\u00f6belfabrik A.-G. vorm. Hermann Wagner & Cie.\\nAdolf B\u00fcrgin.\\nBussinger & Cie.\\nFr\u00e4nkel & Voellmy.\\nH. Hartmann.\\nKunsthandlung Rath.\\nM. Russ.\\nAlf. Schray (Kleinm\u00f6bel).\\nWolf & Glatz.\\n\\nNo locations.\\n\\nMosaik- und Terrazzo-B\u00f6den.\\nGebr. Antonietti.\\n\\nMotoren.\\nA.-G. B\u00e4chtoid & Cie. (Benzinmotoren, Dieselmotoren, Gasmotoren, Roh\u00f6lmotoren, Sauggasmotoren, Schiffsmotoren).\\nMaschinenfabrik Burckhardt A.-G. (Druckluftmotoren f\u00fcr Laboratorien).\\nG. Meidinger & Cie. (f\u00fcr Webstuhl-antrieb, Centrifugenantrieb, fahrbare Motoren mit Zahnradbetrieb, Automobilmotoren).\\ns. Elektromotoren.\\n\\nMotorlastwagen.\\nA.-G. f\u00fcr Motorlastwagen Soller (auch Reparaturst\u00fccke).\\n\\nRight column:\\n\\nMusikinstrumente.\\nHug & Co. (Blechblasinstrumente).\\nSchweiz. Geigenbaugesellschaft Liestal (Geigen, Celli, B\u00e4sse, B\u00f6gen, Gitarren, Zithern).\\nSchweizerisches Musikhaus Bannwart & Cie. (Mundharmonikas, Ziehharmonikas, Zungenmusikinstrumente, Blechblasinstrumente).\\n\\nHere \\\"Schweiz. Geigenbaugesellschaft Liestal\\\". Might be company name Schweiz. Geigenbaugesellschaft, location Liestal. Or company name is Schweiz. Geigenbaugesellschaft Liestal. The pattern: \\\"Schweiz. Geigenbaugesellschaft Liestal (Geigen...)\\\" The \\\"Liestal\\\" is likely location. Also \\\"Schweiz.\\\" maybe abbreviation for Schweiz? Could be \\\"Schweiz. Geigenbaugesellschaft\\\" is name, Liestal is location. Might also have \\\"Schweiz.\\\" as country? Could be \\\"Schweiz.\\\" means Switzerland? Hmm.\\n\\nSimilarly Schweizerisches Musikhaus Bannwart & Cie. No location.\\n\\nMusterkarten f\u00fcr chemische Fabriken, F\u00e4rbereien etc.\\nHenri Grunauer.\\nHans Ritter-Soder.\\nAlb. Singeisen-Halder.\\n\\nMagnesiacement.\\nCh. H. Pfister & Co.\\n\\nN\u00e4hfaden.\\nE. M\u00fcry & Cie.\\n\\nN\u00e4hmaschinen.\\nAffentranger, Haas & Plattner, Niederndorf (Schrauben und kleine Bestandteile f\u00fcr N\u00e4hmaschinen).\\nSchweizerische N\u00e4hmaschinenfabrik A.-G. (f\u00fcr Hand-, Fuss- und elektrischen Betrieb, Fabriktische f\u00fcr Kraftbetrieb).\\n\\nHere Affentranger, Haas & Plattner, Niederndorf. Probably company name Affentranger, Haas & Plattner, location Niederndorf.\\n\\nN\u00e4hseide, s. Floretseide. -> reference, not company.\\n\\nN\u00e4hrsalzpr\u00e4parate.\\nG. P. Richter (N\u00e4hrsalze \u00abGerstyl\u00bb, N\u00e4hrsalz - Bananencacao, N\u00e4hrsalz - Hafercacao, N\u00e4hrsalz - Kaffee).\\nE. H. Schacke (N\u00e4hrsalz-Cacao, N\u00e4hrsalz-Kaffee).\\n\\nNeed entry_id unique per entry. Use {page_id}-1 etc.\\n\\nWe must decide how to parse company name vs location. Let's examine typical format. In thematic index, entries often listed as Company Name Location (description). Eg \\\"Hug & Co. (Blechblasinstrumente).\\\" No location. \\\"Schweiz. Geigenbaugesellschaft Liestal (Geigen...)\\\" Could be company name \\\"Schweiz. Geigenbaugesellschaft\\\" location \\\"Liestal\\\". The \\\"Schweiz.\\\" might be part of name? Might be \\\"Schweiz. Geigenbaugesellschaft\\\" means Swiss Violin Building Company. Liestal is town.\\n\\nAlso \\\"Affentranger, Haas & Plattner, Niederndorf (Schrauben...)\\\" So company name Affentranger, Haas & Plattner, location Niederndorf.\\n\\nAlso \\\"Brunnenverwaltung Eptingen\\\" Could be company name Brunnenverwaltung, location Eptingen. But format is just one line. Could be company name includes Eptingen. Hard to know.\\n\\nMaybe the convention is that location is given after company name, separated by line break or comma. In the Mineralwasser section, \\\"Brunnenverwaltung Eptingen\\\" is on one line, no comma. Could be name includes Eptingen.\\n\\nSimilarly \\\"Singer & Buchenhorner A.-G.\\\" no location.\\n\\nMaybe for \\\"Schweiz. Geigenbaugesellschaft Liestal\\\", the company name is \\\"Schweiz. Geigenbaugesellschaft\\\" and location is \\\"Liestal\\\". The period after Schweiz. might be abbreviation. Could also be \\\"Schweiz. Geigenbaugesellschaft Liestal\\\" as full name.\\n\\nGiven instruction: Do not add country information, if it is not directly written with the location. So if location includes country, keep as is.\\n\\nI think safest is to extract company name as the text before any parenthetical description, and location if appears as a separate place name on same line after company name, maybe separated by space? Could be ambiguous.\\n\\nAlternative approach: Many entries have no location. For those with location, location is a place name that appears after company name, often before parenthesis. Eg \\\"Affentranger, Haas & Plattner, Niederndorf (Schrauben...)\\\" So company name = Affentranger, Haas & Plattner, location = Niederndorf.\\n\\n\\\"Schweiz. Geigenbaugesellschaft Liestal (Geigen...)\\\" Could be company name = Schweiz. Geigenbaugesellschaft, location = Liestal.\\n\\n\\\"Brunnenverwaltung Eptingen\\\" maybe company name = Brunnenverwaltung Eptingen, location null. Because no comma.\\n\\nAlso \\\"A.-G. f\u00fcr Motorlastwagen Soller (auch Reparaturst\u00fccke).\\\" Could be company name = A.-G. f\u00fcr Motorlastwagen Soller, location null? Soller could be location? Might be company name includes Soller.\\n\\nHmm.\\n\\nMaybe the source is German trade index. Typically entries are \\\"Company Name Location\\\". Sometimes location is on next line indented. In this image, left column under Mineralwasser: \\\"Brunnenverwaltung Eptingen\\\" on one line, then \\\"Singer & Buchenhorner A.-G.\\\" next line. So Eptingen is likely part of name.\\n\\nUnder Motoren: \\\"A.-G. B\u00e4chtoid & Cie. (Benzinmotoren...)\\\" No location.\\n\\nUnder Musikinstrumente: \\\"Hug & Co. (Blechblasinstrumente).\\\" No location. \\\"Schweiz. Geigenbaugesellschaft Liestal (Geigen...)\\\" The company name might be \\\"Schweiz. Geigenbaugesellschaft\\\", location \\\"Liestal\\\". Could be \\\"Schweiz. Geigenbaugesellschaft Liestal\\\" is name.\\n\\nLet's search memory: Swiss Geigenbaugesellschaft Liestal is a known company? Might be \\\"Schweizerische Geigenbaugesellschaft Liestal\\\". Hmm.\\n\\nAnother entry: \\\"Affentranger, Haas & Plattner, Niederndorf (Schrauben...)\\\" Niederndorf is a place in Switzerland. So location.\\n\\nThus I think we should parse entries where a place name appears after company name, separated by comma or space before parenthesis.\\n\\nSimplify: Extract each line that is not a heading and not a reference (s.). For each, if line contains a comma separating name and place, and place is a known town, extract location. But we can't know.\\n\\nMaybe the instruction expects to capture location when explicitly given on same line after company name, before parenthesis. For \\\"Schweiz. Geigenbaugesellschaft Liestal (Geigen...)\\\" the location is Liestal. For \\\"Affentranger, Haas & Plattner, Niederndorf (Schrauben...)\\\" location is Niederndorf.\\n\\nFor \\\"Brunnenverwaltung Eptingen\\\" maybe location is Eptingen? Could be company name includes Eptingen. But pattern is similar to \\\"Schweiz. Geigenbaugesellschaft Liestal\\\". Hmm.\\n\\nLet's assume Brunnenverwaltung Eptingen is company name with location Eptingen? Actually Brunnenverwaltung Eptingen means Eptingen Spring Administration. Might be name includes place.\\n\\nI think better to treat location only when it's clearly separate, like after comma. The \\\"Schweiz. Geigenbaugesellschaft Liestal\\\" has no comma. Might be name includes Liestal.\\n\\nWait the text: \\\"Schweiz. Geigenbaugesellschaft Liestal (Geigen, Celli, B\u00e4sse, B\u00f6- gen, Gitarren, Zithern).\\\" Could be the company name is \\\"Schweiz. Geigenbaugesellschaft Liestal\\\". The word \\\"Schweiz.\\\" might be abbreviation for \\\"Schweizerische\\\". So full name is \\\"Schweizerische Geigenbaugesellschaft Liestal\\\". So Liestal is part of name.\\n\\nSimilarly \\\"Affentranger, Haas & Plattner, Niederndorf (Schrauben...)\\\" The comma before Niederndorf suggests location.\\n\\nAlso \\\"Brunnenverwaltung Eptingen\\\" no comma.\\n\\nThus I will extract location only when a comma separates, or when place appears before parenthesis and is separate.\\n\\nLet's list entries in order as they appear left to right top to bottom.\\n\\nLeft column top to bottom:\\n\\n1. A. Boreux.\\n2. Brunnenverwaltung Eptingen\\n3. Singer & Buchenhorner A.-G.\\n4. Alf. D\u00fcrr, J. H. Neukomm's Nachf. (k\u00fcnstliches).\\n5. Ausstattungsmagazine Ed. Senft.\\n6. Basler M\u00f6belfabrik A.-G. vorm. Hermann Wagner & Cie.\\n7. Adolf B\u00fcrgin.\\n8. Bussinger & Cie.\\n9. Fr\u00e4nkel & Voellmy.\\n10. H. Hartmann.\\n11. Kunsthandlung Rath.\\n12. M. Russ.\\n13. Alf. Schray (Kleinm\u00f6bel).\\n14. Wolf & Glatz.\\n15. Gebr. Antonietti.\\n16. A.-G. B\u00e4chtoid & Cie. (Benzinmotoren, Dieselmotoren, Gasmotoren, Roh\u00f6lmotoren, Sauggasmotoren, Schiffsmotoren).\\n17. Maschinenfabrik Burckhardt A.-G. (Druckluftmotoren f\u00fcr Laboratorien).\\n18. G. Meidinger & Cie. (f\u00fcr Webstuhl-antrieb, Centrifugenantrieb, fahrbare Motoren mit Zahnradbetrieb, Automobilmotoren).\\n19. A.-G. f\u00fcr Motorlastwagen Soller (auch Reparaturst\u00fccke).\\n\\nRight column top to bottom:\\n\\n20. Hug & Co. (Blechblasinstrumente).\\n21. Schweiz. Geigenbaugesellschaft Liestal (Geigen, Celli, B\u00e4sse, B\u00f6gen, Gitarren, Zithern).\\n22. Schweizerisches Musikhaus Bannwart & Cie. (Mundharmonikas, Ziehharmonikas, Zungenmusikinstrumente, Blechblasinstrumente).\\n23. Henri Grunauer.\\n24. Hans Ritter-Soder.\\n25. Alb. Singeisen-Halder.\\n26. Ch. H. Pfister & Co.\\n27. E. M\u00fcry & Cie.\\n28. Affentranger, Haas & Plattner, Niederndorf (Schrauben und kleine Bestandteile f\u00fcr N\u00e4hmaschinen).\\n29. Schweizerische N\u00e4hmaschinenfabrik A.-G. (f\u00fcr Hand-, Fuss- und elektrischen Betrieb, Fabriktische f\u00fcr Kraftbetrieb).\\n30. G. P. Richter (N\u00e4hrsalze \u00abGerstyl\u00bb, N\u00e4hrsalz - Bananencacao, N\u00e4hrsalz - Hafercacao, N\u00e4hrsalz - Kaffee).\\n31. E. H. Schacke (N\u00e4hrsalz-Cacao, N\u00e4hrsalz-Kaffee).\\n\\nAlso maybe \\\"Schweiz. Geigenbaugesellschaft Liestal\\\" location Liestal? Hmm.\\n\\nIf we treat location null for all except Affentranger... Niederndorf. Also maybe \\\"Schweiz. Geigenbaugesellschaft Liestal\\\" location Liestal? Could be.\\n\\nLet's assume location for Schweiz. Geigenbaugesellschaft is Liestal. The company name is Schweiz. Geigenbaugesellschaft. Location Liestal.\\n\\nAlso \\\"Brunnenverwaltung Eptingen\\\" could be company name Brunnenverwaltung, location Eptingen. But no comma. Might be similar.\\n\\nAlternative interpretation: In German indexes, company name and location are often on same line separated by space, location is the place name. Eg \\\"Brunnenverwaltung Eptingen\\\" means company is Brunnenverwaltung, location Eptingen. Similarly \\\"Schweiz. Geigenbaugesellschaft Liestal\\\" means company is Schweiz. Geigenbaugesellschaft, location Liestal. And \\\"A.-G. f\u00fcr Motorlastwagen Soller\\\" means company is A.-G. f\u00fcr Motorlastwagen, location Soller.\\n\\nThat would make sense.\\n\\nIf that's the case, then many entries have location as the last word before parenthesis or end of line.\\n\\nLet's test with \\\"A.-G. B\u00e4chtoid & Cie.\\\" No location.\\n\\n\\\"Maschinenfabrik Burckhardt A.-G.\\\" No location.\\n\\n\\\"G. Meidinger & Cie.\\\" No location.\\n\\n\\\"A.-G. f\u00fcr Motorlastwagen Soller\\\" location Soller.\\n\\n\\\"Brunnenverwaltung Eptingen\\\" location Eptingen.\\n\\n\\\"Singer & Buchenhorner A.-G.\\\" no location.\\n\\n\\\"Alf. D\u00fcrr, J. H. Neukomm's Nachf.\\\" no location.\\n\\n\\\"Ausstattungsmagazine Ed. Senft.\\\" no location.\\n\\n\\\"Basler M\u00f6belfabrik A.-G. vorm. Hermann Wagner & Cie.\\\" No location? Basler means from Basel, but that's part of name.\\n\\n\\\"Adolf B\u00fcrgin.\\\" no.\\n\\n\\\"Bussinger & Cie.\\\" no.\\n\\n\\\"Fr\u00e4nkel & Voellmy.\\\" no.\\n\\n\\\"H. Hartmann.\\\" no.\\n\\n\\\"Kunsthandlung Rath.\\\" no.\\n\\n\\\"M. Russ.\\\" no.\\n\\n\\\"Alf. Schray (Kleinm\u00f6bel).\\\" no.\\n\\n\\\"Wolf & Glatz.\\\" no.\\n\\n\\\"Gebr. Antonietti.\\\" no.\\n\\n\\\"Schweiz. Geigenbaugesellschaft Liestal\\\" location Liestal.\\n\\n\\\"Schweizerisches Musikhaus Bannwart & Cie.\\\" no.\\n\\n\\\"Henri Grunauer.\\\" no.\\n\\n\\\"Hans Ritter-Soder.\\\" no.\\n\\n\\\"Alb. Singeisen-Halder.\\\" no.\\n\\n\\\"Ch. H. Pfister & Co.\\\" no.\\n\\n\\\"E. M\u00fcry & Cie.\\\" no.\\n\\n\\\"Affentranger, Haas & Plattner, Niederndorf\\\" location Niederndorf.\\n\\n\\\"Schweizerische N\u00e4hmaschinenfabrik A.-G.\\\" no.\\n\\n\\\"G. P. Richter\\\" no.\\n\\n\\\"E. H. Schacke\\\" no.\\n\\nAlso \\\"Hug & Co.\\\" no.\\n\\nThis seems plausible.\\n\\nBut instruction says \\\"Do not add country information, if it is not directly written with the location.\\\" So location can be just city.\\n\\nWe need decide company name extraction. If location is separate, company name should be without location.\\n\\nSo for \\\"Brunnenverwaltung Eptingen\\\", company_name = \\\"Brunnenverwaltung\\\", location = \\\"Eptingen\\\". Or company_name = \\\"Brunnenverwaltung Eptingen\\\"? Hmm.\\n\\nMaybe the convention in these indexes is that the company name is first, then location on next line indented. But here formatting is compact.\\n\\nLet's search mental memory: British Swiss Chamber of Commerce trade index. I recall similar pages. Usually entries are listed under heading, then company name, and if location is known, it's given after company name, often on same line. Eg \\\"Brunnenverwaltung Eptingen\\\" means the company is Brunnenverwaltung, located in Eptingen. Similarly \\\"Schweiz. Geigenbaugesellschaft Liestal\\\" means company is Schweiz. Geigenbaugesellschaft, located in Liestal.\\n\\nAlso \\\"A.-G. f\u00fcr Motorlastwagen Soller\\\" means company is A.-G. f\u00fcr Motorlastwagen, located in Soller.\\n\\nAlso \\\"Affentranger, Haas & Plattner, Niederndorf\\\" the company name includes commas, location after comma.\\n\\nThus we need parse.\\n\\nSimplify: For each entry line, if it contains a parenthesis, strip parenthetical part. Then the remaining text may contain location at end. Hard to automate manually.\\n\\nGiven limited entries, we can manually decide.\\n\\nLet's list each entry with company_name and location guess:\\n\\nLeft column:\\n\\nMikroskopie und Zubeh\u00f6r heading.\\n\\nA. Boreux. -> company_name \\\"A. Boreux\\\", location null.\\n\\nMineralwasser heading.\\n\\nBrunnenverwaltung Eptingen -> company_name \\\"Brunnenverwaltung\\\", location \\\"Eptingen\\\". Or company_name \\\"Brunnenverwaltung Eptingen\\\", location null. I'll go with company_name \\\"Brunnenverwaltung Eptingen\\\", location null? Hmm.\\n\\nAlternative: Keep full line as company_name, location null. Safer? The instruction says extract structured information about each company listed. If location is part of name, it's not location.\\n\\nMaybe the safest is to not assume location unless clearly separated by comma. The \\\"Brunnenverwaltung Eptingen\\\" has no comma, could be name includes place. Similarly \\\"Schweiz. Geigenbaugesellschaft Liestal\\\" no comma.\\n\\nOnly entry with comma before place is \\\"Affentranger, Haas & Plattner, Niederndorf\\\". That clearly separates.\\n\\nAlso \\\"A.-G. f\u00fcr Motorlastwagen Soller\\\" no comma.\\n\\nMaybe \\\"Soller\\\" is part of name \\\"A.-G. f\u00fcr Motorlastwagen Soller\\\". Could be company name includes Soller.\\n\\nI think the most reliable is to only extract location when it's explicitly separated by comma, or when it's on a new line. Since the image shows line breaks, maybe location is on same line as company name but separated by space. Hard.\\n\\nGiven typical OCR, I'd lean that location is given after company name, separated by space, and company name is the first part. But for \\\"Brunnenverwaltung Eptingen\\\", the company name is \\\"Brunnenverwaltung Eptingen\\\". Actually \\\"Brunnenverwaltung Eptingen\\\" could be the full name.\\n\\nLet's search memory: Eptingen is a municipality in Basel-Landschaft. There is a \\\"Brunnenverwaltung Eptingen\\\" which is a mineral water company. So the name includes Eptingen.\\n\\nSimilarly \\\"Schweiz. Geigenbaugesellschaft Liestal\\\" is likely the full name: Swiss Violin Building Company Liestal.\\n\\n\\\"A.-G. f\u00fcr Motorlastwagen Soller\\\" is a company name.\\n\\nThus location is null for all except Affentranger... Niederndorf.\\n\\nAlso maybe \\\"Schweiz. Geigenbaugesellschaft Liestal\\\" the \\\"Liestal\\\" is part of name.\\n\\nThus final list: 31 entries, with location only for Affentranger, Haas & Plattner.\\n\\nBut also maybe \\\"Schweiz. Geigenbaugesellschaft Liestal\\\" location Liestal? Could be.\\n\\nLet's decide to treat location as null for all except where comma separates. That seems conservative.\\n\\nAlso \\\"Singer & Buchenhorner A.-G.\\\" no location.\\n\\nThus output JSON array.\\n\\nEntry IDs: page_id-1 etc. Page ID is 24. So entry_id \\\"24-1\\\", \\\"24-2\\\", etc.\\n\\nWe need ensure company_name exactly as in text, without trailing period? Probably keep as is.\\n\\nLet's produce list in order of appearance left column top to bottom then right column top to bottom.\\n\\nI'll create entries:\\n\\n1 A. Boreux\\n2 Brunnenverwaltung Eptingen\\n3 Singer & Buchenhorner A.-G.\\n4 Alf. D\u00fcrr, J. H. Neukomm's Nachf.\\n5 Ausstattungsmagazine Ed. Senft.\\n6 Basler M\u00f6belfabrik A.-G. vorm. Hermann Wagner & Cie.\\n7 Adolf B\u00fcrgin.\\n8 Bussinger & Cie.\\n9 Fr\u00e4nkel & Voellmy.\\n10 H. Hartmann.\\n11 Kunsthandlung Rath.\\n12 M. Russ.\\n13 Alf. Schray\\n14 Wolf & Glatz.\\n15 Gebr. Antonietti.\\n16 A.-G. B\u00e4chtoid & Cie.\\n17 Maschinenfabrik Burckhardt A.-G.\\n18 G. Meidinger & Cie.\\n19 A.-G. f\u00fcr Motorlastwagen Soller\\n20 Hug & Co.\\n21 Schweiz. Geigenbaugesellschaft Liestal\\n22 Schweizerisches Musikhaus Bannwart & Cie.\\n23 Henri Grunauer.\\n24 Hans Ritter-Soder.\\n25 Alb. Singeisen-Halder.\\n26 Ch. H. Pfister & Co.\\n27 E. M\u00fcry & Cie.\\n28 Affentranger, Haas & Plattner\\nlocation Niederndorf\\n29 Schweizerische N\u00e4hmaschinenfabrik A.-G.\\n30 G. P. Richter\\n31 E. H. Schacke\\n\\nNote: Alf. Schray (Kleinm\u00f6bel) -> company name Alf. Schray\\n\\nA.-G. B\u00e4chtoid & Cie. (Benzinmotoren...) -> company name A.-G. B\u00e4chtoid & Cie.\\n\\nMaschinenfabrik Burckhardt A.-G. -> company name\\n\\nG. Meidinger & Cie. -> company name\\n\\nA.-G. f\u00fcr Motorlastwagen Soller (auch Reparaturst\u00fccke). -> company name A.-G. f\u00fcr Motorlastwagen Soller\\n\\nHug & Co. -> company name\\n\\nSchweiz. Geigenbaugesellschaft Liestal -> company name\\n\\nSchweizerisches Musikhaus Bannwart & Cie. -> company name\\n\\nHenri Grunauer. -> company name\\n\\nHans Ritter-Soder. -> company name\\n\\nAlb. Singeisen-Halder. -> company name\\n\\nCh. H. Pfister & Co. -> company name\\n\\nE. M\u00fcry & Cie. -> company name\\n\\nAffentranger, Haas & Plattner, Niederndorf -> company name Affentranger, Haas & Plattner, location Niederndorf\\n\\nSchweizerische N\u00e4hmaschinenfabrik A.-G. -> company name\\n\\nG. P. Richter -> company name\\n\\nE. H. Schacke -> company name\\n\\nAlso \\\"Alf. D\u00fcrr, J. H. Neukomm's Nachf. (k\u00fcnstliches).\\\" company name Alf. D\u00fcrr, J. H. Neukomm's Nachf.\\n\\nMake sure entry_id sequential.\\n\\nOutput JSON array.\\n\\nPotential nuance: The heading \\\"Mikroskopie und Zubeh\u00f6r (Deckgl\u00e4ser, Objekttr\u00e4ger, Cartonnage).\\\" includes A. Boreux. So entry is A. Boreux.\\n\\nAlso \\\"s. Elektromotoren.\\\" is reference, not company. So skip.\\n\\n\\\"N\u00e4hseide, s. Floretseide.\\\" skip.\\n\\nWe have 31 entries.\\n\\nLet's produce JSON.\\n\\nEnsure valid JSON. Use double quotes.\\n\\nI'll output array of objects.\\n\\nLet's craft final answer.\"},\"token_ids\":null,\"routed_experts\":null,\"seed\":null}],\"created\":1786841628,\"model\":\"meta-models/Muse-Glimmer-30B\",\"object\":\"chat.completion\",\"service_tier\":null,\"system_fingerprint\":\"vllm-0.1.dev19059+g66826a22d-tp2-46311a71\",\"usage\":{\"completion_tokens\":6509,\"prompt_tokens\":3870,\"total_tokens\":10379,\"completion_tokens_details\":null,\"prompt_tokens_details\":{\"audio_tokens\":null,\"cached_tokens\":16,\"created_cache_tokens\":3840,\"multimodal_tokens\":{\"image\":3480}}},\"prompt_token_ids\":null,\"prompt_text\":null,\"kv_transfer_params\":null,\"ec_transfer_params\":null,\"metrics\":null,\"prompt\":[]}"}, "scoring": {"f1_micro": 0.5753286147623862, "f1_macro": 0.5760000000000001, "micro_precision": 0.577079107505071, "micro_recall": 0.5735887096774194, "total_instances": 15, "total_tp": 569, "total_fp": 417, "total_fn": 423, "cost_summary": {"total_input_tokens": 60296, "total_output_tokens": 54110, "total_tokens": 114406, "input_cost_usd": 0.0211036, "output_cost_usd": 0.08116500000000001, "total_cost_usd": 0.10226859999999999}}, "normalized_score": 57.60000000000001}