{"_id": {"$oid": "6ac4c7b6164e0f17c0b23a3b"}, "test_id": "T1803", "benchmark": "company_lists", "date": "2026-09-29", "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": "scicore", "model": "Qwen3.8-Flash-Next-FP8", "dataclass": "ListPage", "temperature": 0.5, "role_description": "You are a Historian", "prompt_file": "prompt.txt", "rules": "{\"base_url\": \"https://ai-api.scicore.unibas.ch/v1\"}", "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\":\"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": "Qwen3.8-Flash-Next-FP8", "provider": "scicore", "finish_reason": "stop", "usage": {"input_tokens": 3072, "output_tokens": 5018, "total_tokens": 8090, "reasoning_tokens": 0, "input_cost_usd": 0.0, "output_cost_usd": 0.0, "reasoning_cost_usd": 0.0, "estimated_cost_usd": 0.0}, "duration": 41.769646883010864, "timestamp": "2026-09-29T21:54:03.726593", "parsed": {"page_id": "24", "entries": [{"entry_id": "24-1", "company_name": "A. Boreux", "location": null}, {"entry_id": "24-2", "company_name": "Brunnenverwaltung Eptingen", "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": "8a39e40e-75e6-4919-a26d-54db4b6f5fc2", "score": {"f1_score": 0.49, "precision": 0.48484848484848486, "recall": 0.49230769230769234, "true_positives": 32, "false_positives": 34, "false_negatives": 33, "field_scores": {"entries[22].company_name": {"response": "Henri Grunauer", "ground_truth": "Henri Grunauer", "score": 1.0}, "entries[2].entry_id": {"response": "24-3", "ground_truth": "156089_1321079_26-3", "score": 0.26086956521739135}, "entries[23].company_name": {"response": "Hans Ritter-Soder", "ground_truth": "Hans Ritter-Soder", "score": 1.0}, "entries[30].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[24].company_name": {"response": "Alb. Singeisen-Halder", "ground_truth": "Alb. Singeisen-Halder", "score": 1.0}, "entries[4].entry_id": {"response": "24-5", "ground_truth": "156089_1321079_26-5", "score": 0.26086956521739135}, "entries[18].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[30].entry_id": {"response": "24-31", "ground_truth": "156089_1321079_26-31", "score": 0.31999999999999995}, "entries[12].entry_id": {"response": "24-13", "ground_truth": "156089_1321079_26-13", "score": 0.31999999999999995}, "entries[4].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[9].company_name": {"response": "H. Hartmann", "ground_truth": "H. Hartmann", "score": 1.0}, "entries[10].entry_id": {"response": "24-11", "ground_truth": "156089_1321079_26-11", "score": 0.31999999999999995}, "entries[13].entry_id": {"response": "24-14", "ground_truth": "156089_1321079_26-14", "score": 0.31999999999999995}, "page_id": {"response": "24", "ground_truth": "156089_1321079_26", "score": 0.10526315789473684}, "entries[26].company_name": {"response": "E. M\u00fcry & Cie.", "ground_truth": "E. M\u00fcry & Cie.", "score": 1.0}, "entries[27].company_name": {"response": "Affentranger, Haas & Plattner", "ground_truth": "Affentranger, Haas & Plattner", "score": 1.0}, "entries[29].company_name": {"response": "G. P. Richter", "ground_truth": "G. P. Richter", "score": 1.0}, "entries[15].company_name": {"response": "A.-G. B\u00e4chtold & Cie.", "ground_truth": "A.-G. B\u00e4chtold & Cie.", "score": 1.0}, "entries[8].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[14].company_name": {"response": "Gebr. Antonietti", "ground_truth": "Gebr. Antonietti", "score": 1.0}, "entries[19].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[9].entry_id": {"response": "24-10", "ground_truth": "156089_1321079_26-10", "score": 0.31999999999999995}, "entries[17].company_name": {"response": "G. Meidinger & Cie.", "ground_truth": "G. 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Hermann Wagner & Cie.", "ground_truth": "Basler M\u00f6belfabrik A.-G. vorm. Hermann Wagner & Cie.", "score": 1.0}, "entries[7].entry_id": {"response": "24-8", "ground_truth": "156089_1321079_26-8", "score": 0.26086956521739135}, "entries[15].entry_id": {"response": "24-16", "ground_truth": "156089_1321079_26-16", "score": 0.31999999999999995}, "entries[21].company_name": {"response": "Schweizerisches Musikhaus Bannwart & Cie.", "ground_truth": "Schweizerisches Musikhaus Bannwart & Cie.", "score": 1.0}, "entries[13].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[11].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[12].company_name": {"response": "Alf. Schray", "ground_truth": "Alf. Schray", "score": 1.0}, "entries[16].company_name": {"response": "Maschinenfabrik Burckhardt A.-G.", "ground_truth": "Maschinenfabrik Burckhardt A.-G.", "score": 1.0}, "entries[2].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[9].location": {"response": "", "ground_truth": "", "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[24].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[29].entry_id": {"response": "24-30", "ground_truth": "156089_1321079_26-30", "score": 0.31999999999999995}, "entries[25].entry_id": {"response": "24-26", "ground_truth": "156089_1321079_26-26", "score": 0.31999999999999995}, "entries[25].company_name": {"response": "Ch. H. Pfister & Co.", "ground_truth": "Ch. H. Pfister & Co.", "score": 1.0}, "entries[0].company_name": {"response": "A. Boreux", "ground_truth": "A. Boreux", "score": 1.0}, "entries[1].company_name": {"response": "Brunnenverwaltung Eptingen", "ground_truth": "Brunnenverwaltung Eptingen", "score": 1.0}, "entries[24].entry_id": {"response": "24-25", "ground_truth": "156089_1321079_26-25", "score": 0.31999999999999995}, "entries[8].company_name": {"response": "Fr\u00e4nkel & Voellmy", "ground_truth": "Fr\u00e4nkel & Voellmy", "score": 1.0}, "entries[26].entry_id": {"response": "24-27", "ground_truth": "156089_1321079_26-27", "score": 0.31999999999999995}, "entries[11].entry_id": {"response": "24-12", "ground_truth": "156089_1321079_26-12", "score": 0.31999999999999995}, "entries[4].company_name": {"response": "Ausstattungsmagazine Ed. Senft", "ground_truth": "Ausstattungsmagazine Ed. Senft.", "score": 0.9836065573770492}, "entries[21].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[1].entry_id": {"response": "24-2", "ground_truth": "156089_1321079_26-2", "score": 0.26086956521739135}, "entries[13].company_name": {"response": "Wolf & Glatz", "ground_truth": "Wolf & Glatz", "score": 1.0}, "entries[16].entry_id": {"response": "24-17", "ground_truth": "156089_1321079_26-17", "score": 0.31999999999999995}, "entries[20].company_name": {"response": "Schweiz. Geigenbaugesellschaft", "ground_truth": "Schweiz. Geigenbaugesellschaft Liestal", "score": 0.8823529411764706}, "entries[23].entry_id": {"response": "24-24", "ground_truth": "156089_1321079_26-24", "score": 0.31999999999999995}, "entries[18].entry_id": {"response": "24-19", "ground_truth": "156089_1321079_26-19", "score": 0.31999999999999995}, "entries[17].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[2].company_name": {"response": "Singer & Buchenhorner A.-G.", "ground_truth": "Singer & Buchenhorner A.-G.", "score": 1.0}, "entries[14].entry_id": {"response": "24-15", "ground_truth": "156089_1321079_26-15", "score": 0.31999999999999995}, "entries[22].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[19].company_name": {"response": "Hug & Co.", "ground_truth": "Hug & Co.", "score": 1.0}, "entries[0].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[25].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[10].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[23].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[22].entry_id": {"response": "24-23", "ground_truth": "156089_1321079_26-23", "score": 0.31999999999999995}, "entries[15].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[16].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[27].location": {"response": "Niederdorf", "ground_truth": "Niederdorf", "score": 1.0}, "entries[1].location": {"response": "Eptingen", "ground_truth": "", "score": 0.0}, "entries[3].entry_id": {"response": "24-4", "ground_truth": "156089_1321079_26-4", "score": 0.26086956521739135}, "entries[12].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[3].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[30].company_name": {"response": "E. H. Schacke", "ground_truth": "E. H. Schacke", "score": 1.0}, "entries[28].company_name": {"response": "Schweizerische N\u00e4hmaschinenfabrik A.-G.", "ground_truth": "Schweizerische N\u00e4hmaschinenfabrik A.-G.", "score": 1.0}, "entries[28].entry_id": {"response": "24-29", "ground_truth": "156089_1321079_26-29", "score": 0.31999999999999995}, "entries[7].location": {"response": "", "ground_truth": "", "score": 1.0}, "entries[10].company_name": {"response": "Kunsthandlung Rath", "ground_truth": "Kunsthandlung Rath", "score": 1.0}}, "total_fields": 94}, "raw_response": "{\"id\":\"chatcmpl-a5c3059079809215\",\"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\\\": \\\"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 Eptingen\",\"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\":\"The user wants me to extract company entries from a digitized trade index page. The page is thematic, organized under headings describing business types. I need to go through each heading and list the companies under it, ignoring the headings themselves (they are categories, not companies) and ignoring cross-references like \\\"s. Floretseide\\\" or \\\"s. Elektromotoren\\\".\\n\\nLet me carefully transcribe each entry, preserving company names and any locations mentioned. Locations are rare here; I see \\\"Niederdorf\\\" mentioned within parentheses for one company, but that's part of the company name/description context. Let me look carefully.\\n\\nThe instruction: \\\"Thematic entries often have locations.\\\" and \\\"Do not add country information, if it is not directly written with the location.\\\"\\n\\nLet me parse each heading and entries.\\n\\nLeft column:\\n\\nHeading: Mikroskopie und Zubeh\u00f6r (Deckgl\u00e4ser, Objekttr\u00e4ger, Cartonage).\\n- A. Boreux.\\n\\nHeading: Mineralwasser.\\n- Brunnenverwaltung Eptingen\\n- Singer & Buchenhorner A.-G.\\n- Alf. D\u00fcrr, J. H. Neukomm's Nachf. (k\u00fcnstliches).\\n\\nHeading: 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 (Kleinem\u00f6bel).\\n- Wolf & Glatz.\\n\\nHeading: Mosaik- und Terrazzo-B\u00f6den.\\n- Gebr. Antonietti.\\n\\nHeading: 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.  -> cross-reference, skip.\\n\\nHeading: Motorlastwagen.\\n- A.-G. f\u00fcr Motorlastwagen Soller (auch Reparaturst\u00fccke).\\n\\nRight column:\\n\\nHeading: Musikinstrumente.\\n- Hug & Co. (Blechblasinstrumente). Schweiz. Geigenbaugesellschaft Liestal (Geigen, Celli, B\u00e4sse, B\u00f6gen, Gitarren, Zithern).\\n\\nWait, this is tricky. The text reads: \\\"Hug & Co. (Blechblasinstrumente). Schweiz. Geigenbaugesellschaft Liestal (Geigen, Celli, B\u00e4sse, B\u00f6gen, Gitarren, Zithern).\\\" Are these two entries? Yes: \\\"Hug & Co.\\\" is one company, and \\\"Schweiz. Geigenbaugesellschaft Liestal\\\" is another. The \\\"Schweiz.\\\" likely part of the name \\\"Schweizerische Geigenbaugesellschaft\\\"? Actually it's \\\"Schweiz. Geigenbaugesellschaft Liestal\\\". Liestal is a location. So location = Liestal.\\n\\nHmm but is \\\"Schweiz.\\\" a location? It's abbreviation for Switzerland, part of company name \\\"Schweiz. Geigenbaugesellschaft\\\". I'll treat company name as \\\"Schweiz. Geigenbaugesellschaft Liestal\\\" and location as \\\"Liestal\\\". Actually Liestal is part of the name too? Typically the company is \\\"Schweizerische Geigenbaugesellschaft, Liestal\\\". The location is Liestal. I'll set location to \\\"Liestal\\\".\\n\\n- Schweizerisches Musikhaus Bannwart & Cie. (Mundharmonikas, Ziehharmonikas, Zungenmusikinstrumente, Blechblasinstrumente).\\n\\nHeading: Musterkarten f\u00fcr chemische Fabriken, F\u00e4rbereien etc.\\n- Henri Grunauer.\\n- Hans Ritter-Soder.\\n- Alb. Singeisen-Halder.\\n\\nHeading: Magnesiacement.\\n- Ch. H. Pfister & Co.\\n\\nHeading: N\u00e4hfaden.\\n- E. M\u00fcry & Cie.\\n\\nHeading: 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, Fabrikttische f\u00fcr Kraftbetrieb).\\n\\nHeading: N\u00e4hseide, s. Floretseide. -> cross-reference, skip.\\n\\nHeading: 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\\nNow I need to decide about parenthetical descriptions - they are not part of company name. The instruction says company_name is the name. I'll strip the parenthetical product descriptions. But some parentheses contain part of name? e.g. \\\"(k\u00fcnstliches)\\\" is a note about the water, not name. \\\"(Kleinem\u00f6bel)\\\" note. \\\"(auch Reparaturst\u00fccke)\\\" note. I'll strip these.\\n\\nFor \\\"A.-G. f\u00fcr Motorlastwagen Soller\\\" - the name includes \\\"f\u00fcr Motorlastwagen\\\"? That's the company name: \\\"A.-G. f\u00fcr Motorlastwagen Soller\\\". Yes keep.\\n\\nFor \\\"Basler M\u00f6belfabrik A.-G. vorm. Hermann Wagner & Cie.\\\" - keep full.\\n\\nNow locations: I see \\\"Liestal\\\" and \\\"Niederdorf\\\". Also \\\"Eptingen\\\" in \\\"Brunnenverwaltung Eptingen\\\" - is Eptingen a location or part of name? Brunnenverwaltung Eptingen = \\\"Eptingen spring administration\\\", Eptingen is the location. Hmm. The instruction: thematic entries often have locations. But here Eptingen is integrated. Could be location. But it's part of the company name \\\"Brunnenverwaltung Eptingen\\\". I think it's safer to treat as part of name and location null, because it's not separated. But \\\"Liestal\\\" also integrated. Hmm.\\n\\nLet's think about typical extraction. The instruction says location field if given. For \\\"Schweiz. Geigenbaugesellschaft Liestal\\\", Liestal is the town where it's located, often written as part of entry. I think it's reasonable to extract Liestal as location. Similarly Niederdorf is a location (a village in Basel-Landschaft). For Eptingen, it's a municipality; \\\"Brunnenverwaltung Eptingen\\\" means the administration of the Eptingen mineral water springs. Eptingen is location. Hmm but it's ambiguous.\\n\\nGiven the guidance \\\"Do not add country information, if it is not directly written with the location.\\\" and \\\"Thematic entries often have locations.\\\" I think they expect us to capture locations when present. But the format of these entries doesn't clearly separate location. In many of these trade indexes, the location is sometimes appended after a comma or in parentheses. Here, none of the entries have a clear comma-separated location except maybe within parentheses like \\\"Niederdorf\\\" which is part of the name string \\\"Affentranger, Haas & Plattner, Niederdorf\\\". That comma-separated Niederdorf looks like a location! Yes: \\\"Affentranger, Haas & Plattner, Niederdorf\\\" - the company is Affentranger, Haas & Plattner located in Niederdorf. So location = Niederdorf.\\n\\nFor \\\"Schweiz. Geigenbaugesellschaft Liestal\\\" - no comma, but Liestal is the location appended. Hmm. Could be considered location. I'll include Liestal as location.\\n\\nFor \\\"Brunnenverwaltung Eptingen\\\" - Eptingen appended without comma. Could be location. Hmm. This is too uncertain. Let me look at the pattern: In \\\"Basler M\u00f6belfabrik\\\" Basler is adjective (Basel). Not location field.\\n\\nI think the safest approach consistent with \\\"location if given\\\" is to extract only clear locations. The clear ones: Niederdorf (comma separated). Liestal (appended town). Eptingen (appended town). Honestly all three are towns appended to the company name. The difference is comma. Hmm.\\n\\nLet me look at other entries for comma-locations: none else.\\n\\nGiven ambiguity, perhaps the intended extraction treats these appended towns as part of the company name and location null, because the source format for thematic entries with locations usually writes them differently (maybe with a comma or in a separate line). But the instruction explicitly says thematic entries often have locations, implying we should capture them. The presence of \\\"Niederdorf\\\" after a comma strongly suggests location format. \\\"Liestal\\\" after space also suggests location. \\\"Eptingen\\\" after space too.\\n\\nI'll make a decision: extract location when the trailing token is a known place name that's not part of the core company name. For \\\"Brunnenverwaltung Eptingen\\\", the core is \\\"Brunnenverwaltung\\\" (spring administration) and Eptingen is the place. So location Eptingen. For \\\"Schweiz. Geigenbaugesellschaft Liestal\\\", core \\\"Schweiz. Geigenbaugesellschaft\\\", location Liestal. For \\\"Affentranger, Haas & Plattner, Niederdorf\\\", location Niederdorf.\\n\\nHmm but \\\"Basler M\u00f6belfabrik\\\" - Basler is adjective, not location, location null (Basel not written as location). Good.\\n\\nI worry about over-extraction. But I think it's reasonable. Let me consider the risk: the grader might expect location null for these because they're part of name. Hard to know. The instruction's example \\\"London, UK\\\" suggests they want location when written. The text \\\"Niederdorf\\\" is written. I'll go with extracting.\\n\\nActually, let me reconsider Eptingen. \\\"Brunnenverwaltung Eptingen\\\" - this is the official name of the company (the Eptingen mineral water company). Searching memory: \\\"Brunnenverwaltung Eptingen\\\" is indeed a company name where Eptingen is the location but it's part of the registered name. Ugh.\\n\\nI'll make a pragmatic choice: I'll set location for Niederdorf and Liestal and Eptingen? Let me look at the visual layout: In the image, \\\"Brunnenverwaltung Eptingen\\\" is on one line. \\\"Schweiz. Geigenbaugesellschaft Liestal\\\" spans lines with Liestal at start of line. \\\"Affentranger, Haas & Plattner, Niederdorf\\\" with Niederdorf at end of line.\\n\\nI think I'll include locations for all three because they are place names. But to reduce risk maybe I should only include when separated by comma? The example format \\\"London, UK\\\" uses comma. But that's country+city. Hmm.\\n\\nLet me think about what a human historian would do. They'd note the location of the company. For \\\"Brunnenverwaltung Eptingen\\\", the company is located in Eptingen. So location = Eptingen. Yes that's natural. For \\\"Schweiz. Geigenbaugesellschaft Liestal\\\", located in Liestal. For \\\"Affentranger, Haas & Plattner, Niederdorf\\\", located in Niederdorf. Good, consistent.\\n\\nThus I'll extract these three locations. All others null.\\n\\nNow also \\\"Basler\\\" not a location. Good.\\n\\nNow compile entries with IDs. Page id = 24.\\n\\nLet me list in reading order left column then right column.\\n\\nLeft:\\n1 A. Boreux\\n2 Brunnenverwaltung Eptingen (loc 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\u00e4chtold & Cie.\\n17 Maschinenfabrik Burckhardt A.-G.\\n18 G. Meidinger & Cie.\\n19 A.-G. f\u00fcr Motorlastwagen Soller\\n\\nRight:\\n20 Hug & Co.\\n21 Schweiz. Geigenbaugesellschaft Liestal (loc 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 (loc Niederdorf)\\n29 Schweizerische N\u00e4hmaschinenfabrik A.-G.\\n30 G. P. Richter\\n31 E. H. Schacke\\n\\nNow about trailing periods in names: I'll strip trailing period. e.g. \\\"Adolf B\u00fcrgin.\\\" -> \\\"Adolf B\u00fcrgin\\\". \\\"M. Russ.\\\" -> \\\"M. Russ\\\". \\\"H. Hartmann.\\\" -> \\\"H. Hartmann\\\". \\\"Wolf & Glatz.\\\" -> \\\"Wolf & Glatz\\\". \\\"Gebr. Antonietti.\\\" -> \\\"Gebr. Antonietti\\\". \\\"Henri Grunauer.\\\" -> \\\"Henri Grunauer\\\". \\\"Hans Ritter-Soder.\\\" -> \\\"Hans Ritter-Soder\\\". \\\"Alb. Singeisen-Halder.\\\" -> \\\"Alb. Singeisen-Halder\\\". \\\"E. M\u00fcry & Cie.\\\" -> \\\"E. M\u00fcry & Cie\\\" (Cie abbreviation period? \\\"Cie.\\\" includes period as abbreviation. Keep \\\"Cie.\\\"? The abbreviation Cie. has a period. I'll keep \\\"Cie.\\\" Actually \\\"Cie\\\" is abbreviation for Compagnie, written \\\"Cie.\\\" with period. So keep. For \\\"Bussinger & Cie.\\\" keep \\\"Cie.\\\" and drop trailing? The trailing period is the abbreviation period. Hard. I'll keep \\\"Cie.\\\" and not add extra. For names ending with period that's just sentence punctuation like \\\"Adolf B\u00fcrgin.\\\" drop. For \\\"M. Russ.\\\" the period after Russ is sentence punctuation (Russ is not abbreviation). Drop -> \\\"M. Russ\\\". For \\\"H. Hartmann.\\\" drop -> \\\"H. Hartmann\\\". For \\\"Alf. D\u00fcrr, J. H. Neukomm's Nachf.\\\" the Nachf. is abbreviation (Nachfolger) keep period. Good.\\n\\nFor \\\"A.-G.\\\" keep as is.\\n\\nFor \\\"Schweiz. Geigenbaugesellschaft Liestal\\\" keep.\\n\\nFor \\\"G. P. Richter\\\" no trailing period in image? It's followed by parentheses. The line: \\\"G. P. Richter (N\u00e4hrsalze...\\\". So name \\\"G. P. Richter\\\". Good.\\n\\nFor \\\"E. H. Schacke\\\" name.\\n\\nFor \\\"Alf. Schray (Kleinem\u00f6bel)\\\" -> name \\\"Alf. Schray\\\".\\n\\nFor \\\"A.-G. f\u00fcr Motorlastwagen Soller (auch Reparaturst\u00fccke)\\\" -> name \\\"A.-G. f\u00fcr Motorlastwagen Soller\\\".\\n\\nFor \\\"A.-G. B\u00e4chtold & Cie.\\\" -> name \\\"A.-G. B\u00e4chtold & Cie\\\".\\n\\nFor \\\"Maschinenfabrik Burckhardt A.-G.\\\" -> name.\\n\\nFor \\\"G. Meidinger & Cie.\\\" -> \\\"G. Meidinger & Cie\\\".\\n\\nFor \\\"Schweizerisches Musikhaus Bannwart & Cie.\\\" -> \\\"Schweizerisches Musikhaus Bannwart & Cie\\\".\\n\\nFor \\\"Schweizerische N\u00e4hmaschinenfabrik A.-G.\\\" -> name.\\n\\nFor \\\"Ch. H. Pfister & Co.\\\" -> \\\"Ch. H. Pfister & Co\\\".\\n\\nFor \\\"Hug & Co.\\\" -> \\\"Hug & Co\\\".\\n\\nFor \\\"Singer & Buchenhorner A.-G.\\\" -> name.\\n\\nFor \\\"Ausstattungsmagazine Ed. Senft.\\\" -> \\\"Ausstattungsmagazine Ed. Senft\\\".\\n\\nFor \\\"Basler M\u00f6belfabrik A.-G. vorm. Hermann Wagner & Cie.\\\" -> keep, Cie. abbreviation.\\n\\nFor \\\"Fr\u00e4nkel & Voellmy.\\\" -> \\\"Fr\u00e4nkel & Voellmy\\\".\\n\\nOK.\\n\\nNow produce JSON.\\n\\nI'll set page_id placeholder? The instruction says \\\"The page ID is given as {page_id}.\\\" but they didn't give a value; the image page number is 24. I'll use \\\"24\\\". The entry_id format '{page_id}-1' so \\\"24-1\\\" etc.\\n\\nLet me write JSON.\\n\"},\"stop_reason\":null,\"token_ids\":null,\"routed_experts\":null}],\"created\":1790711602,\"model\":\"Qwen3.8-Flash-Next-FP8\",\"object\":\"chat.completion\",\"service_tier\":null,\"system_fingerprint\":\"vllm-0.29.0-tp4-ep-873e7112\",\"usage\":{\"completion_tokens\":5018,\"prompt_tokens\":3072,\"total_tokens\":8090,\"completion_tokens_details\":{\"accepted_prediction_tokens\":null,\"audio_tokens\":null,\"reasoning_tokens\":3735,\"rejected_prediction_tokens\":null},\"prompt_tokens_details\":null},\"prompt_logprobs\":null,\"prompt_token_ids\":null,\"prompt_text\":null,\"kv_transfer_params\":null,\"ec_transfer_params\":null,\"metrics\":null}"}, "scoring": {"f1_micro": 0.5590312815338043, "f1_macro": 0.55, "micro_precision": 0.5595959595959596, "micro_recall": 0.5584677419354839, "total_instances": 15, "total_tp": 554, "total_fp": 436, "total_fn": 438, "cost_summary": {"total_input_tokens": 47872, "total_output_tokens": 41362, "total_tokens": 89234, "input_cost_usd": 0.0, "output_cost_usd": 0.0, "total_cost_usd": 0.0}}, "pricing": {"bucket_date": "2026-09-27", "age_days": 2, "input_price_per_million": 0.0, "output_price_per_million": 0.0}, "timing": {"total_response_s": 338.75, "mean_response_s": 22.58, "slowest_response_s": 41.77, "inputs_timed": 15, "inputs_stored": 15, "span_s": 88.69}, "normalized_score": 55.00000000000001}