{"_id": {"$oid": "69d4eb12b877594bc5718cc8"}, "test_id": "T0701", "benchmark": "company_lists", "date": "2026-03-17", "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": "openai", "model": "gpt-5.3-codex", "dataclass": "ListPage", "temperature": 0.5, "role_description": "You are a Historian", "prompt_file": "prompt.txt", "rules": "{\"api_style\":\"responses\"}", "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": "{\n  \"page_id\": \"28\",\n  \"entries\": [\n    {\n      \"entry_id\": \"28-1\",\n      \"company_name\": \"Hermann Thorens\",\n      \"location\": \"Ste. Croix\"\n    },\n    {\n      \"entry_id\": \"28-2\",\n      \"company_name\": \"\\\"Simex\\\" Soc. Coop.\",\n      \"location\": \"3, Place St. Fran\u00e7ois, Lausanne\"\n    },\n    {\n      \"entry_id\": \"28-3\",\n      \"company_name\": \"Fabrique d'Automobiles \\\"Berna\\\" S. A.\",\n      \"location\": \"Olten\"\n    },\n    {\n      \"entry_id\": \"28-4\",\n      \"company_name\": \"Emil Birkh\u00e4user & Co.\",\n      \"location\": \"11, Elisabethenstrasse, Basle\"\n    },\n    {\n      \"entry_id\": \"28-5\",\n      \"company_name\": \"Imprimerie de l'Ere Nouvelle\",\n      \"location\": \"12, Rue de la Louve, Lausanne\"\n    },\n    {\n      \"entry_id\": \"28-6\",\n      \"company_name\": \"Kreis & Co.\",\n      \"location\": \"21, Petersgraben, Basle\"\n    },\n    {\n      \"entry_id\": \"28-7\",\n      \"company_name\": \"S\u00e4uberlin & Pfeiffer S. A.\",\n      \"location\": \"Vevey\"\n    },\n    {\n      \"entry_id\": \"28-8\",\n      \"company_name\": \"Fr. Schenkel-Wyss\",\n      \"location\": \"60, Huttenstrasse, Zurich\"\n    },\n    {\n      \"entry_id\": \"28-9\",\n      \"company_name\": \"Lovell & Christmas, Ltd.\",\n      \"location\": \"West Smithfield, London, E. C. 1\"\n    },\n    {\n      \"entry_id\": \"28-10\",\n      \"company_name\": \"E. Osswald (Wholesale)\",\n      \"location\": \"16, Kreuzplatz, Zurich\"\n    },\n    {\n      \"entry_id\": \"28-11\",\n      \"company_name\": \"Winandy & Co.\",\n      \"location\": \"16, Rue de Bourg, Lausanne\"\n    },\n    {\n      \"entry_id\": \"28-12\",\n      \"company_name\": \"Pro Lemano\",\n      \"location\": \"Grand Ch\u00eane, Lausanne\"\n    },\n    {\n      \"entry_id\": \"28-13\",\n      \"company_name\": \"Th. Roussy, \\\"Librairie Anglaise\\\"\",\n      \"location\": \"3, Rue de Bourg, Lausanne\"\n    },\n    {\n      \"entry_id\": \"28-14\",\n      \"company_name\": \"Schindler & Co.\",\n      \"location\": \"Lucerne\"\n    },\n    {\n      \"entry_id\": \"28-15\",\n      \"company_name\": \"Sulzer Fr\u00e8res S. A.\",\n      \"location\": \"Winterthur\"\n    },\n    {\n      \"entry_id\": \"28-16\",\n      \"company_name\": \"Sulzer Fr\u00e8res S. A.\",\n      \"location\": \"Winterthur\"\n    },\n    {\n      \"entry_id\": \"28-17\",\n      \"company_name\": \"Basle Warehouse Co., Ltd.\",\n      \"location\": \"1, Erlenstrasse, Basle\"\n    },\n    {\n      \"entry_id\": \"28-18\",\n      \"company_name\": \"Canadian Pacific Railway Co.\",\n      \"location\": \"62-65, Charing Cross, London S. W. 1\"\n    },\n    {\n      \"entry_id\": \"28-19\",\n      \"company_name\": \"Crowe & Co., Ltd.\",\n      \"location\": \"67, Nauenstrasse, Basle\"\n    },\n    {\n      \"entry_id\": \"28-20\",\n      \"company_name\": \"Danzas & Co., A. G.\",\n      \"location\": \"Basle\"\n    },\n    {\n      \"entry_id\": \"28-21\",\n      \"company_name\": \"Dominion Express Company of Canada\",\n      \"location\": \"62-65, Charing Cross, London S. W. 1\"\n    },\n    {\n      \"entry_id\": \"28-22\",\n      \"company_name\": \"Galland & Co.\",\n      \"location\": \"3, Place St. Fran\u00e7ois, Lausanne\"\n    },\n    {\n      \"entry_id\": \"28-23\",\n      \"company_name\": \"Goth & Co. (General Agents of the Canadian Pacific Railway Co. and of the Dominion Express Co. of Canada)\",\n      \"location\": \"45, Elisabethenstrasse, Basle\"\n    },\n    {\n      \"entry_id\": \"28-24\",\n      \"company_name\": \"Charles ImObersteg & Co.\",\n      \"location\": \"30, Aeschengraben, Basle\"\n    }\n  ]\n}", "model": "gpt-5.3-codex", "provider": "openai", "finish_reason": "completed", "usage": {"input_tokens": 2346, "output_tokens": 1016, "total_tokens": 3362, "input_cost_usd": 0.0041055, "output_cost_usd": 0.014224, "estimated_cost_usd": 0.0183295}, "duration": 12.584756135940552, "timestamp": "2026-03-17T22:47:21.804375", "parsed": {"page_id": "28", "entries": [{"entry_id": "28-1", "company_name": "Hermann Thorens", "location": "Ste. Croix"}, {"entry_id": "28-2", "company_name": "\"Simex\" Soc. Coop.", "location": "3, Place St. Fran\u00e7ois, Lausanne"}, {"entry_id": "28-3", "company_name": "Fabrique d'Automobiles \"Berna\" S. A.", "location": "Olten"}, {"entry_id": "28-4", "company_name": "Emil Birkh\u00e4user & Co.", "location": "11, Elisabethenstrasse, Basle"}, {"entry_id": "28-5", "company_name": "Imprimerie de l'Ere Nouvelle", "location": "12, Rue de la Louve, Lausanne"}, {"entry_id": "28-6", "company_name": "Kreis & Co.", "location": "21, Petersgraben, Basle"}, {"entry_id": "28-7", "company_name": "S\u00e4uberlin & Pfeiffer S. A.", "location": "Vevey"}, {"entry_id": "28-8", "company_name": "Fr. Schenkel-Wyss", "location": "60, Huttenstrasse, Zurich"}, {"entry_id": "28-9", "company_name": "Lovell & Christmas, Ltd.", "location": "West Smithfield, London, E. C. 1"}, {"entry_id": "28-10", "company_name": "E. Osswald (Wholesale)", "location": "16, Kreuzplatz, Zurich"}, {"entry_id": "28-11", "company_name": "Winandy & Co.", "location": "16, Rue de Bourg, Lausanne"}, {"entry_id": "28-12", "company_name": "Pro Lemano", "location": "Grand Ch\u00eane, Lausanne"}, {"entry_id": "28-13", "company_name": "Th. Roussy, \"Librairie Anglaise\"", "location": "3, Rue de Bourg, Lausanne"}, {"entry_id": "28-14", "company_name": "Schindler & Co.", "location": "Lucerne"}, {"entry_id": "28-15", "company_name": "Sulzer Fr\u00e8res S. A.", "location": "Winterthur"}, {"entry_id": "28-16", "company_name": "Sulzer Fr\u00e8res S. A.", "location": "Winterthur"}, {"entry_id": "28-17", "company_name": "Basle Warehouse Co., Ltd.", "location": "1, Erlenstrasse, Basle"}, {"entry_id": "28-18", "company_name": "Canadian Pacific Railway Co.", "location": "62-65, Charing Cross, London S. W. 1"}, {"entry_id": "28-19", "company_name": "Crowe & Co., Ltd.", "location": "67, Nauenstrasse, Basle"}, {"entry_id": "28-20", "company_name": "Danzas & Co., A. G.", "location": "Basle"}, {"entry_id": "28-21", "company_name": "Dominion Express Company of Canada", "location": "62-65, Charing Cross, London S. W. 1"}, {"entry_id": "28-22", "company_name": "Galland & Co.", "location": "3, Place St. Fran\u00e7ois, Lausanne"}, {"entry_id": "28-23", "company_name": "Goth & Co. (General Agents of the Canadian Pacific Railway Co. and of the Dominion Express Co. of Canada)", "location": "45, Elisabethenstrasse, Basle"}, {"entry_id": "28-24", "company_name": "Charles ImObersteg & Co.", "location": "30, Aeschengraben, Basle"}]}, "conversation_id": "862bce75-b653-4140-9d01-34407ba99d45", "score": {"f1_score": 0.4, "precision": 0.3972602739726027, "recall": 0.3972602739726027, "true_positives": 29, "false_positives": 44, "false_negatives": 44, "field_scores": {"entries[8].location": {"response": "West Smithfield, London, E. C. 1", "ground_truth": "London, E. C. 1", "score": 0.6382978723404256}, "entries[23].location": {"response": "30, Aeschengraben, Basle", "ground_truth": "Basle", "score": 0.3448275862068966}, "entries[11].entry_id": {"response": "28-12", "ground_truth": "156089_1321086_40-12", "score": 0.4}, "entries[8].company_name": {"response": "Lovell & Christmas, Ltd.", "ground_truth": "Lovell & Christmas, Ltd.", "score": 1.0}, "entries[11].company_name": {"response": "Pro Lemano", "ground_truth": "Pro Lemano", "score": 1.0}, "entries[20].entry_id": {"response": "28-21", "ground_truth": "156089_1321086_40-21", "score": 0.4}, "entries[12].location": {"response": "3, Rue de Bourg, Lausanne", "ground_truth": "Lausanne", "score": 0.48484848484848486}, "entries[19].company_name": {"response": "Danzas & Co., A. G.", "ground_truth": "Danzas & Co., A. G.", "score": 1.0}, "entries[6].location": {"response": "Vevey", "ground_truth": "Vevey", "score": 1.0}, "entries[9].entry_id": {"response": "28-10", "ground_truth": "156089_1321086_40-10", "score": 0.4}, "entries[14].location": {"response": "Winterthur", "ground_truth": "Winterthur", "score": 1.0}, "entries[21].entry_id": {"response": "28-22", "ground_truth": "156089_1321086_40-22", "score": 0.4}, "entries[1].company_name": {"response": "\"Simex\" Soc. Coop.", "ground_truth": "\"Simex\" Soc. Coop.", "score": 1.0}, "entries[17].company_name": {"response": "Canadian Pacific Railway Co.", "ground_truth": "Canadian Pacific Railway Co.", "score": 1.0}, "entries[20].company_name": {"response": "Dominion Express Company of Canada", "ground_truth": "Dominion Express Company of Canada", "score": 1.0}, "entries[22].location": {"response": "45, Elisabethenstrasse, Basle", "ground_truth": "Basle", "score": 0.2941176470588235}, "entries[7].company_name": {"response": "Fr. Schenkel-Wyss", "ground_truth": "Fr. Schenkel-Wyss", "score": 1.0}, "entries[7].location": {"response": "60, Huttenstrasse, Zurich", "ground_truth": "Zurich", "score": 0.3870967741935484}, "entries[23].entry_id": {"response": "28-24", "ground_truth": "156089_1321086_40-24", "score": 0.4}, "entries[6].company_name": {"response": "S\u00e4uberlin & Pfeiffer S. A.", "ground_truth": "S\u00e4uberlin & Pfeiffer S. A.", "score": 1.0}, "entries[3].location": {"response": "11, Elisabethenstrasse, Basle", "ground_truth": "Basle", "score": 0.2941176470588235}, "entries[16].company_name": {"response": "Basle Warehouse Co., Ltd.", "ground_truth": "Basle Warehouse Co., Ltd.", "score": 1.0}, "entries[17].location": {"response": "62-65, Charing Cross, London S. W. 1", "ground_truth": "London S. W. 1", "score": 0.56}, "entries[9].company_name": {"response": "E. Osswald (Wholesale)", "ground_truth": "E. Osswald", "score": 0.625}, "entries[15].location": {"response": "Winterthur", "ground_truth": "Winterthur", "score": 1.0}, "page_id": {"response": "28", "ground_truth": "156089_1321086_40", "score": 0.21052631578947367}, "entries[4].company_name": {"response": "Imprimerie de l'Ere Nouvelle", "ground_truth": "Imprimerie de l'Ere Nouvelle", "score": 1.0}, "entries[16].entry_id": {"response": "28-17", "ground_truth": "156089_1321086_40-17", "score": 0.4}, "entries[12].entry_id": {"response": "28-13", "ground_truth": "156089_1321086_40-13", "score": 0.4}, "entries[13].company_name": {"response": "Schindler & Co.", "ground_truth": "Schindler & Co.", "score": 1.0}, "entries[0].company_name": {"response": "Hermann Thorens", "ground_truth": "Hermann Thorens", "score": 1.0}, "entries[11].location": {"response": "Grand Ch\u00eane, Lausanne", "ground_truth": "Lausanne", "score": 0.5517241379310345}, "entries[0].location": {"response": "Ste. Croix", "ground_truth": "Ste. Croix", "score": 1.0}, "entries[6].entry_id": {"response": "28-7", "ground_truth": "156089_1321086_40-7", "score": 0.34782608695652173}, "entries[19].location": {"response": "Basle", "ground_truth": "Basle", "score": 1.0}, "entries[4].location": {"response": "12, Rue de la Louve, Lausanne", "ground_truth": "Lausanne", "score": 0.4324324324324324}, "entries[19].entry_id": {"response": "28-20", "ground_truth": "156089_1321086_40-20", "score": 0.4}, "entries[21].company_name": {"response": "Galland & Co.", "ground_truth": "Galland & Co.", "score": 1.0}, "entries[4].entry_id": {"response": "28-5", "ground_truth": "156089_1321086_40-5", "score": 0.34782608695652173}, "entries[14].entry_id": {"response": "28-15", "ground_truth": "156089_1321086_40-15", "score": 0.4}, "entries[5].location": {"response": "21, Petersgraben, Basle", "ground_truth": "Basle", "score": 0.3571428571428571}, "entries[10].entry_id": {"response": "28-11", "ground_truth": "156089_1321086_40-11", "score": 0.4}, "entries[13].entry_id": {"response": "28-14", "ground_truth": "156089_1321086_40-14", "score": 0.4}, "entries[15].entry_id": {"response": "28-16", "ground_truth": "156089_1321086_40-16", "score": 0.4}, "entries[0].entry_id": {"response": "28-1", "ground_truth": "156089_1321086_40-1", "score": 0.34782608695652173}, "entries[10].company_name": {"response": "Winandy & Co.", "ground_truth": "Winandy & Co.", "score": 1.0}, "entries[13].location": {"response": "Lucerne", "ground_truth": "Lucerne", "score": 1.0}, "entries[16].location": {"response": "1, Erlenstrasse, Basle", "ground_truth": "Basle", "score": 0.3703703703703704}, "entries[10].location": {"response": "16, Rue de Bourg, Lausanne", "ground_truth": "Lausanne", "score": 0.4705882352941176}, "entries[8].entry_id": {"response": "28-9", "ground_truth": "156089_1321086_40-9", "score": 0.34782608695652173}, "entries[3].company_name": {"response": "Emil Birkh\u00e4user & Co.", "ground_truth": "Emil Birkh\u00e4user & Co.", "score": 1.0}, "entries[18].company_name": {"response": "Crowe & Co., Ltd.", "ground_truth": "Crowe & Co., Ltd.", "score": 1.0}, "entries[20].location": {"response": "62-65, Charing Cross, London S. W. 1", "ground_truth": "London S. W. 1", "score": 0.56}, "entries[15].company_name": {"response": "Sulzer Fr\u00e8res S. A.", "ground_truth": "Sulzer Fr\u00e8res S. A.", "score": 1.0}, "entries[2].entry_id": {"response": "28-3", "ground_truth": "156089_1321086_40-3", "score": 0.34782608695652173}, "entries[17].entry_id": {"response": "28-18", "ground_truth": "156089_1321086_40-18", "score": 0.4}, "entries[7].entry_id": {"response": "28-8", "ground_truth": "156089_1321086_40-8", "score": 0.34782608695652173}, "entries[18].location": {"response": "67, Nauenstrasse, Basle", "ground_truth": "Basle", "score": 0.3571428571428571}, "entries[22].entry_id": {"response": "28-23", "ground_truth": "156089_1321086_40-23", "score": 0.4}, "entries[2].location": {"response": "Olten", "ground_truth": "Olten", "score": 1.0}, "entries[1].entry_id": {"response": "28-2", "ground_truth": "156089_1321086_40-2", "score": 0.34782608695652173}, "entries[22].company_name": {"response": "Goth & Co. (General Agents of the Canadian Pacific Railway Co. and of the Dominion Express Co. of Canada)", "ground_truth": "Goth & Co.", "score": 0.17391304347826086}, "entries[9].location": {"response": "16, Kreuzplatz, Zurich", "ground_truth": "Zurich", "score": 0.4285714285714286}, "entries[5].entry_id": {"response": "28-6", "ground_truth": "156089_1321086_40-6", "score": 0.34782608695652173}, "entries[23].company_name": {"response": "Charles ImObersteg & Co.", "ground_truth": "Charles ImObersteg & Co.", "score": 1.0}, "entries[5].company_name": {"response": "Kreis & Co.", "ground_truth": "Kreis & Co.", "score": 1.0}, "entries[12].company_name": {"response": "Th. Roussy, \"Librairie Anglaise\"", "ground_truth": "Th. Roussy, \"Librairie Anglaise\"", "score": 1.0}, "entries[14].company_name": {"response": "Sulzer Fr\u00e8res S. A.", "ground_truth": "Sulzer Fr\u00e8res S. A.", "score": 1.0}, "entries[21].location": {"response": "3, Place St. Fran\u00e7ois, Lausanne", "ground_truth": "Lausanne", "score": 0.41025641025641024}, "entries[2].company_name": {"response": "Fabrique d'Automobiles \"Berna\" S. A.", "ground_truth": "Fabrique d'Automobiles \"Berna\" S. A.", "score": 1.0}, "entries[1].location": {"response": "3, Place St. Fran\u00e7ois, Lausanne", "ground_truth": "Lausanne", "score": 0.41025641025641024}, "entries[3].entry_id": {"response": "28-4", "ground_truth": "156089_1321086_40-4", "score": 0.34782608695652173}, "entries[18].entry_id": {"response": "28-19", "ground_truth": "156089_1321086_40-19", "score": 0.4}}, "total_fields": 73}, "raw_response": "{\"id\":\"resp_0ccaae7914bbfa420069b9cbdc612c8190ad7f2033bfda4a08\",\"created_at\":1773784028.0,\"error\":null,\"incomplete_details\":null,\"instructions\":\"You are a Historian\",\"metadata\":{},\"model\":\"gpt-5.3-codex\",\"object\":\"response\",\"output\":[{\"id\":\"msg_0ccaae7914bbfa420069b9cbdd1ad48190b0b62e74ad5e8aa9\",\"content\":[{\"annotations\":[],\"text\":\"{\\n  \\\"page_id\\\": \\\"28\\\",\\n  \\\"entries\\\": [\\n    {\\n      \\\"entry_id\\\": \\\"28-1\\\",\\n      \\\"company_name\\\": \\\"Hermann Thorens\\\",\\n      \\\"location\\\": \\\"Ste. Croix\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"28-2\\\",\\n      \\\"company_name\\\": \\\"\\\\\\\"Simex\\\\\\\" Soc. Coop.\\\",\\n      \\\"location\\\": \\\"3, Place St. Fran\u00e7ois, Lausanne\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"28-3\\\",\\n      \\\"company_name\\\": \\\"Fabrique d'Automobiles \\\\\\\"Berna\\\\\\\" S. A.\\\",\\n      \\\"location\\\": \\\"Olten\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"28-4\\\",\\n      \\\"company_name\\\": \\\"Emil Birkh\u00e4user & Co.\\\",\\n      \\\"location\\\": \\\"11, Elisabethenstrasse, Basle\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"28-5\\\",\\n      \\\"company_name\\\": \\\"Imprimerie de l'Ere Nouvelle\\\",\\n      \\\"location\\\": \\\"12, Rue de la Louve, Lausanne\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"28-6\\\",\\n      \\\"company_name\\\": \\\"Kreis & Co.\\\",\\n      \\\"location\\\": \\\"21, Petersgraben, Basle\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"28-7\\\",\\n      \\\"company_name\\\": \\\"S\u00e4uberlin & Pfeiffer S. A.\\\",\\n      \\\"location\\\": \\\"Vevey\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"28-8\\\",\\n      \\\"company_name\\\": \\\"Fr. 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