{"_id": {"$oid": "6a26c67c3572c06bc1455db3"}, "test_id": "T0991", "benchmark": "company_lists", "date": "2026-04-21", "tags": {"document-type": ["book-page"], "writing": ["printed"], "century": [20], "language": ["en", "de"], "layout": ["list"], "entry-type": ["company"], "task": ["information-extraction"]}, "contributors": ["lea_kasper", "sorin_marti"], "hidden": false, "config": {"provider": "openrouter", "model": "qwen/qwen3.5-9b", "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\":\"9\",\"entries\":[{\"entry_id\":\"9-1\",\"company_name\":\"Crowe & Co., Ltd.\",\"location\":\"Basle\"},{\"entry_id\":\"9-2\",\"company_name\":\"Imperial Airways Ltd.\",\"location\":\"London, Croydon\"},{\"entry_id\":\"9-3\",\"company_name\":\"Metallwerke A.G.\",\"location\":\"Dornach (Solothurn)\"},{\"entry_id\":\"9-4\",\"company_name\":\"Aluminium-Industrie-Aktien-Gesellschaft\",\"location\":\"Neuhausen\"},{\"entry_id\":\"9-5\",\"company_name\":\"Chemische Fabrik vorm. Sandoz\",\"location\":\"Basle\"},{\"entry_id\":\"9-6\",\"company_name\":\"Clayton Aniline Co., Ltd.\",\"location\":\"Manchester\"},{\"entry_id\":\"9-7\",\"company_name\":\"J. R. Geigy, A.-G.\",\"location\":\"Basle\"},{\"entry_id\":\"9-8\",\"company_name\":\"Society of Chemical Industry in Basle\",\"location\":\"Basle\"},{\"entry_id\":\"9-9\",\"company_name\":\"J. Hopf & Co.\",\"location\":\"Basle\"},{\"entry_id\":\"9-10\",\"company_name\":\"Rayon A.-G.\",\"location\":\"Arlesheim\"},{\"entry_id\":\"9-11\",\"company_name\":\"Banque F\u00e9d\u00e9rale S.A.\",\"location\":\"Vevey\"},{\"entry_id\":\"9-12\",\"company_name\":\"Barclays Bank Ltd.\",\"location\":\"London\"},{\"entry_id\":\"9-13\",\"company_name\":\"Galland & Co.\",\"location\":\"Lausanne\"},{\"entry_id\":\"9-14\",\"company_name\":\"Lloyds and National Provincial Foreign Bank, Ltd\",\"location\":\"Geneva\"},{\"entry_id\":\"9-15\",\"company_name\":\"Swiss Bank Corporation\",\"location\":\"Basle\"},{\"entry_id\":\"9-16\",\"company_name\":\"Swiss Bank Corporation\",\"location\":\"Lausanne\"},{\"entry_id\":\"9-17\",\"company_name\":\"Wagons-Lits/Cook S.A.\",\"location\":\"Geneva\"}]}", "model": "qwen/qwen3.5-9b-20260310", "provider": "openrouter", "finish_reason": "stop", "usage": {"input_tokens": 3162, "output_tokens": 3528, "total_tokens": 6690, "input_cost_usd": 0.0003162, "output_cost_usd": 0.0005292, "estimated_cost_usd": 0.0008454}, "duration": 58.33510661125183, "timestamp": "2026-04-21T21:55:39.981827", "parsed": {"page_id": "9", "entries": [{"entry_id": "9-1", "company_name": "Crowe & Co., Ltd.", "location": "Basle"}, {"entry_id": "9-2", "company_name": "Imperial Airways Ltd.", "location": "London, Croydon"}, {"entry_id": "9-3", "company_name": "Metallwerke A.G.", "location": "Dornach (Solothurn)"}, {"entry_id": "9-4", "company_name": "Aluminium-Industrie-Aktien-Gesellschaft", "location": "Neuhausen"}, {"entry_id": "9-5", "company_name": "Chemische Fabrik vorm. Sandoz", "location": "Basle"}, {"entry_id": "9-6", "company_name": "Clayton Aniline Co., Ltd.", "location": "Manchester"}, {"entry_id": "9-7", "company_name": "J. R. Geigy, A.-G.", "location": "Basle"}, {"entry_id": "9-8", "company_name": "Society of Chemical Industry in Basle", "location": "Basle"}, {"entry_id": "9-9", "company_name": "J. Hopf & Co.", "location": "Basle"}, {"entry_id": "9-10", "company_name": "Rayon A.-G.", "location": "Arlesheim"}, {"entry_id": "9-11", "company_name": "Banque F\u00e9d\u00e9rale S.A.", "location": "Vevey"}, {"entry_id": "9-12", "company_name": "Barclays Bank Ltd.", "location": "London"}, {"entry_id": "9-13", "company_name": "Galland & Co.", "location": "Lausanne"}, {"entry_id": "9-14", "company_name": "Lloyds and National Provincial Foreign Bank, Ltd", "location": "Geneva"}, {"entry_id": "9-15", "company_name": "Swiss Bank Corporation", "location": "Basle"}, {"entry_id": "9-16", "company_name": "Swiss Bank Corporation", "location": "Lausanne"}, {"entry_id": "9-17", "company_name": "Wagons-Lits/Cook S.A.", "location": "Geneva"}]}, "conversation_id": "8eea9586-f4b4-4f2b-9017-cfecf9883fff", "score": {"f1_score": 0.56, "precision": 0.5576923076923077, "recall": 0.5576923076923077, "true_positives": 29, "false_positives": 23, "false_negatives": 23, "field_scores": {"entries[5].entry_id": {"response": "9-6", "ground_truth": "156089_1321093_11-6", "score": 0.2727272727272727}, "entries[15].location": {"response": "Lausanne", "ground_truth": "Lausanne", "score": 1.0}, "entries[11].location": {"response": "London", "ground_truth": "London E.C. 3.", "score": 0.6}, "page_id": {"response": "9", "ground_truth": "156089_1321093_11", "score": 0.11111111111111116}, "entries[1].company_name": {"response": "Imperial Airways Ltd.", "ground_truth": "Imperial Airways Ltd.", "score": 1.0}, "entries[14].entry_id": {"response": "9-15", "ground_truth": "156089_1321093_11-15", "score": 0.33333333333333337}, "entries[12].entry_id": {"response": "9-13", "ground_truth": "156089_1321093_11-13", "score": 0.33333333333333337}, "entries[3].location": {"response": "Neuhausen", "ground_truth": "Neuhausen", "score": 1.0}, "entries[9].entry_id": {"response": "9-10", "ground_truth": "156089_1321093_11-10", "score": 0.33333333333333337}, "entries[6].location": {"response": "Basle", "ground_truth": "Basle", "score": 1.0}, "entries[9].company_name": {"response": "Rayon A.-G.", "ground_truth": "Rayon A.-G. (Merchants)", "score": 0.6470588235294117}, "entries[7].location": {"response": "Basle", "ground_truth": "Basle", "score": 1.0}, "entries[11].company_name": {"response": "Barclays Bank Ltd.", "ground_truth": "Barclays Bank Ltd. (Foreign Branch)", "score": 0.679245283018868}, "entries[8].location": {"response": "Basle", "ground_truth": "Basle", "score": 1.0}, "entries[4].entry_id": {"response": "9-5", "ground_truth": "156089_1321093_11-5", "score": 0.2727272727272727}, "entries[3].entry_id": {"response": "9-4", "ground_truth": "156089_1321093_11-4", "score": 0.2727272727272727}, "entries[4].location": {"response": "Basle", "ground_truth": "Basle", "score": 1.0}, "entries[1].location": {"response": "London, Croydon", "ground_truth": "Croydon", "score": 0.6363636363636364}, "entries[7].entry_id": {"response": "9-8", "ground_truth": "156089_1321093_11-8", "score": 0.2727272727272727}, "entries[0].company_name": {"response": "Crowe & Co., Ltd.", "ground_truth": "Crowe & Co., Ltd.", "score": 1.0}, "entries[8].entry_id": {"response": "9-9", "ground_truth": "156089_1321093_11-9", "score": 0.2727272727272727}, "entries[10].entry_id": {"response": "9-11", "ground_truth": "156089_1321093_11-11", "score": 0.33333333333333337}, "entries[14].location": {"response": "Basle", "ground_truth": "Basle", "score": 1.0}, "entries[12].company_name": {"response": "Galland & Co.", "ground_truth": "Galland & Co.", "score": 1.0}, "entries[15].entry_id": {"response": "9-16", "ground_truth": "156089_1321093_11-16", "score": 0.33333333333333337}, "entries[6].company_name": {"response": "J. R. Geigy, A.-G.", "ground_truth": "J. R. Geigy, A.-G.", "score": 1.0}, "entries[16].location": {"response": "Geneva", "ground_truth": "Geneva", "score": 1.0}, "entries[8].company_name": {"response": "J. Hopf & Co.", "ground_truth": "J. Hopf & Co. (Merchants)", "score": 0.6842105263157895}, "entries[16].entry_id": {"response": "9-17", "ground_truth": "156089_1321093_11-17", "score": 0.33333333333333337}, "entries[2].location": {"response": "Dornach (Solothurn)", "ground_truth": "Dornach (Solothurn)", "score": 1.0}, "entries[13].company_name": {"response": "Lloyds and National Provincial Foreign Bank, Ltd", "ground_truth": "Lloyds and National Provincial Foreign Bank, Ltd.", "score": 0.9896907216494846}, "entries[16].company_name": {"response": "Wagons-Lits/Cook S.A.", "ground_truth": "Wagons-Lits/Cook S.A.", "score": 1.0}, "entries[4].company_name": {"response": "Chemische Fabrik vorm. Sandoz", "ground_truth": "Chemische Fabrik vorm. Sandoz", "score": 1.0}, "entries[7].company_name": {"response": "Society of Chemical Industry in Basle", "ground_truth": "Society of Chemical Industry in Basle", "score": 1.0}, "entries[15].company_name": {"response": "Swiss Bank Corporation", "ground_truth": "Swiss Bank Corporation", "score": 1.0}, "entries[0].entry_id": {"response": "9-1", "ground_truth": "156089_1321093_11-1", "score": 0.2727272727272727}, "entries[1].entry_id": {"response": "9-2", "ground_truth": "156089_1321093_11-2", "score": 0.2727272727272727}, "entries[9].location": {"response": "Arlesheim", "ground_truth": "Arlesheim", "score": 1.0}, "entries[10].location": {"response": "Vevey", "ground_truth": "Vevey", "score": 1.0}, "entries[13].entry_id": {"response": "9-14", "ground_truth": "156089_1321093_11-14", "score": 0.33333333333333337}, "entries[11].entry_id": {"response": "9-12", "ground_truth": "156089_1321093_11-12", "score": 0.33333333333333337}, "entries[0].location": {"response": "Basle", "ground_truth": "Basle", "score": 1.0}, "entries[10].company_name": {"response": "Banque F\u00e9d\u00e9rale S.A.", "ground_truth": "Banque F\u00e9d\u00e9rale S.A.", "score": 1.0}, "entries[2].entry_id": {"response": "9-3", "ground_truth": "156089_1321093_11-3", "score": 0.2727272727272727}, "entries[3].company_name": {"response": "Aluminium-Industrie-Aktien-Gesellschaft", "ground_truth": "Aluminium-Industrie-Aktien-Gesellschaft", "score": 1.0}, "entries[5].location": {"response": "Manchester", "ground_truth": "Manchester", "score": 1.0}, "entries[2].company_name": {"response": "Metallwerke A.G.", "ground_truth": "Metallwerke A.G.", "score": 1.0}, "entries[6].entry_id": {"response": "9-7", "ground_truth": "156089_1321093_11-7", "score": 0.2727272727272727}, "entries[12].location": {"response": "Lausanne", "ground_truth": "Lausanne", "score": 1.0}, "entries[14].company_name": {"response": "Swiss Bank Corporation", "ground_truth": "Swiss Bank Corporation", "score": 1.0}, "entries[5].company_name": {"response": "Clayton Aniline Co., Ltd.", "ground_truth": "Clayton Aniline Co., Ltd.", "score": 1.0}, "entries[13].location": {"response": "Geneva", "ground_truth": "Geneva", "score": 1.0}}, "total_fields": 52}, "raw_response": "{\"id\":\"gen-1776801282-OOEzqWMg80ePyLAxARAU\",\"choices\":[{\"finish_reason\":\"stop\",\"index\":0,\"logprobs\":null,\"message\":{\"content\":\"{\\n  \\\"page_id\\\": \\\"9\\\",\\n  \\\"entries\\\": [\\n    {\\n      \\\"entry_id\\\": \\\"9-1\\\",\\n      \\\"company_name\\\": \\\"Crowe & Co., Ltd.\\\",\\n      \\\"location\\\": \\\"Basle\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"9-2\\\",\\n      \\\"company_name\\\": \\\"Imperial Airways Ltd.\\\",\\n      \\\"location\\\": \\\"London, Croydon\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"9-3\\\",\\n      \\\"company_name\\\": \\\"Metallwerke A.G.\\\",\\n      \\\"location\\\": \\\"Dornach (Solothurn)\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"9-4\\\",\\n      \\\"company_name\\\": \\\"Aluminium-Industrie-Aktien-Gesellschaft\\\",\\n      \\\"location\\\": \\\"Neuhausen\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"9-5\\\",\\n      \\\"company_name\\\": \\\"Chemische Fabrik vorm. Sandoz\\\",\\n      \\\"location\\\": \\\"Basle\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"9-6\\\",\\n      \\\"company_name\\\": \\\"Clayton Aniline Co., Ltd.\\\",\\n      \\\"location\\\": \\\"Manchester\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"9-7\\\",\\n      \\\"company_name\\\": \\\"J. R. Geigy, A.-G.\\\",\\n      \\\"location\\\": \\\"Basle\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"9-8\\\",\\n      \\\"company_name\\\": \\\"Society of Chemical Industry in Basle\\\",\\n      \\\"location\\\": \\\"Basle\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"9-9\\\",\\n      \\\"company_name\\\": \\\"J. Hopf & Co.\\\",\\n      \\\"location\\\": \\\"Basle\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"9-10\\\",\\n      \\\"company_name\\\": \\\"Rayon A.-G.\\\",\\n      \\\"location\\\": \\\"Arlesheim\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"9-11\\\",\\n      \\\"company_name\\\": \\\"Banque F\u00e9d\u00e9rale S.A.\\\",\\n      \\\"location\\\": \\\"Vevey\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"9-12\\\",\\n      \\\"company_name\\\": \\\"Barclays Bank Ltd.\\\",\\n      \\\"location\\\": \\\"London\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"9-13\\\",\\n      \\\"company_name\\\": \\\"Galland & Co.\\\",\\n      \\\"location\\\": \\\"Lausanne\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"9-14\\\",\\n      \\\"company_name\\\": \\\"Lloyds and National Provincial Foreign Bank, Ltd\\\",\\n      \\\"location\\\": \\\"Geneva\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"9-15\\\",\\n      \\\"company_name\\\": \\\"Swiss Bank Corporation\\\",\\n      \\\"location\\\": \\\"Basle\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"9-16\\\",\\n      \\\"company_name\\\": \\\"Swiss Bank Corporation\\\",\\n      \\\"location\\\": \\\"Lausanne\\\"\\n    },\\n    {\\n      \\\"entry_id\\\": \\\"9-17\\\",\\n      \\\"company_name\\\": \\\"Wagons-Lits/Cook S.A.\\\",\\n      \\\"location\\\": \\\"Geneva\\\"\\n    }\\n  ]\\n}\",\"refusal\":null,\"role\":\"assistant\",\"annotations\":null,\"audio\":null,\"function_call\":null,\"tool_calls\":null,\"parsed\":{\"page_id\":\"9\",\"entries\":[{\"entry_id\":\"9-1\",\"company_name\":\"Crowe & Co., Ltd.\",\"location\":\"Basle\"},{\"entry_id\":\"9-2\",\"company_name\":\"Imperial Airways Ltd.\",\"location\":\"London, Croydon\"},{\"entry_id\":\"9-3\",\"company_name\":\"Metallwerke A.G.\",\"location\":\"Dornach (Solothurn)\"},{\"entry_id\":\"9-4\",\"company_name\":\"Aluminium-Industrie-Aktien-Gesellschaft\",\"location\":\"Neuhausen\"},{\"entry_id\":\"9-5\",\"company_name\":\"Chemische Fabrik vorm. Sandoz\",\"location\":\"Basle\"},{\"entry_id\":\"9-6\",\"company_name\":\"Clayton Aniline Co., Ltd.\",\"location\":\"Manchester\"},{\"entry_id\":\"9-7\",\"company_name\":\"J. R. Geigy, A.-G.\",\"location\":\"Basle\"},{\"entry_id\":\"9-8\",\"company_name\":\"Society of Chemical Industry in Basle\",\"location\":\"Basle\"},{\"entry_id\":\"9-9\",\"company_name\":\"J. Hopf & Co.\",\"location\":\"Basle\"},{\"entry_id\":\"9-10\",\"company_name\":\"Rayon A.-G.\",\"location\":\"Arlesheim\"},{\"entry_id\":\"9-11\",\"company_name\":\"Banque F\u00e9d\u00e9rale S.A.\",\"location\":\"Vevey\"},{\"entry_id\":\"9-12\",\"company_name\":\"Barclays Bank Ltd.\",\"location\":\"London\"},{\"entry_id\":\"9-13\",\"company_name\":\"Galland & Co.\",\"location\":\"Lausanne\"},{\"entry_id\":\"9-14\",\"company_name\":\"Lloyds and National Provincial Foreign Bank, Ltd\",\"location\":\"Geneva\"},{\"entry_id\":\"9-15\",\"company_name\":\"Swiss Bank Corporation\",\"location\":\"Basle\"},{\"entry_id\":\"9-16\",\"company_name\":\"Swiss Bank Corporation\",\"location\":\"Lausanne\"},{\"entry_id\":\"9-17\",\"company_name\":\"Wagons-Lits/Cook S.A.\",\"location\":\"Geneva\"}]},\"reasoning\":\"The user wants me to extract structured information from an image of a directory page.\\nThe output format must be a JSON array of objects.\\nEach object needs:\\n- `entry_id`: A unique identifier based on the page ID.\\n- `company_name`: The name of the company.\\n- `location`: The location of the company, or null if not present.\\n\\n**Source Analysis:**\\n- Page ID: 9 (from the top center \\\"- 9 -\\\").\\n- Content: A list of companies under various headings (Air Services, Alloys, Aluminium, etc.).\\n- The text is a mix of English and German company names.\\n- Locations are often embedded in the address or city name.\\n\\n**Extraction Strategy:**\\n1.  **Identify Page ID:** The number at the top is \\\"9\\\".\\n2.  **Iterate through entries:** I need to parse each block of text under each heading.\\n    *   **Heading: Air Services**\\n        *   Entry 1: \\\"Crowe & Co., Ltd., 67, Nauenstrasse, Basle.\\\" -> Name: Crowe & Co., Ltd. Location: Basle.\\n        *   Entry 2: \\\"Imperial Airways Ltd., Airport of London, Croydon;\\\" -> Name: Imperial Airways Ltd. Location: Croydon (London).\\n    *   **Heading: Alloys (Non-ferrous)**\\n        *   Entry 1: \\\"Metallwerke A.G., Dornach (Solothurn)...\\\" -> Name: Metallwerke A.G. Location: Dornach (Solothurn).\\n    *   **Heading: Aluminium and Aluminium Alloys**\\n        *   Entry 1: \\\"Aluminium-Industrie-Aktien-Gesellschaft, Neuhausen;\\\" -> Name: Aluminium-Industrie-Aktien-Gesellschaft. Location: Neuhausen.\\n    *   **Heading: Aniline Colour Manufacturers**\\n        *   Entry 1: \\\"Chemische Fabrik vorm. Sandoz, Basle;\\\" -> Name: Chemische Fabrik vorm. Sandoz. Location: Basle.\\n        *   Entry 2: \\\"Clayton Aniline Co., Ltd., Ashton New Road, Clayton, Manchester;\\\" -> Name: Clayton Aniline Co., Ltd. Location: Manchester.\\n        *   Entry 3: \\\"J. R. Geigy, A.-G., Basle;\\\" -> Name: J. R. Geigy, A.-G. Location: Basle.\\n        *   Entry 4: \\\"Society of Chemical Industry in Basle, Basle;\\\" -> Name: Society of Chemical Industry in Basle. Location: Basle.\\n    *   **Heading: Artificial Silk (Rayon)**\\n        *   Entry 1: \\\"J. Hopf & Co., (Merchants), 12, Aeschengraben, Basle;\\\" -> Name: J. Hopf & Co. Location: Basle.\\n        *   Entry 2: \\\"Rayon A.-G., (Merchants), 14, Stollenrain, Arlesheim;\\\" -> Name: Rayon A.-G. Location: Arlesheim.\\n    *   **Heading: Bankers**\\n        *   Entry 1: \\\"Banque F\u00e9d\u00e9rale S.A., Vevey;\\\" -> Name: Banque F\u00e9d\u00e9rale S.A. Location: Vevey.\\n        *   Entry 2: \\\"Barclays Bank Ltd., (Foreign Branch), 168, Fenchurch Street, London E.C. 3.\\\" -> Name: Barclays Bank Ltd. Location: London.\\n        *   Entry 3: \\\"Galland & Co., 3, Place St-Fran\u00e7ois, Lausanne;\\\" -> Name: Galland & Co. Location: Lausanne.\\n        *   Entry 4: \\\"Lloyds and National Provincial Foreign Bank, Ltd, 1, Place Bel-Air, Geneva;\\\" -> Name: Lloyds and National Provincial Foreign Bank, Ltd. Location: Geneva.\\n        *   Entry 5: \\\"Swiss Bank Corporation, 1, Aeschenvorstadt, Basle;\\\" -> Name: Swiss Bank Corporation. Location: Basle.\\n        *   Entry 6: \\\"Swiss Bank Corporation, Lausanne;\\\" -> Name: Swiss Bank Corporation. Location: Lausanne.\\n        *   Entry 7: \\\"Wagons-Lits/Cook S.A., 4, Rue du Mont Blanc, Geneva;\\\" -> Name: Wagons-Lits/Cook S.A. Location: Geneva.\\n\\n**Refining Locations:**\\n- \\\"Basle\\\" is Basel.\\n- \\\"Croydon\\\" is usually associated with London, but the prompt says \\\"Do not add country information, if it is not directly written with the location.\\\" Wait, \\\"London, UK\\\" is an example in the prompt. \\\"Croydon\\\" is a town. \\\"Airport of London, Croydon\\\" implies London. I will extract \\\"Croydon\\\" or \\\"London, Croydon\\\". Let's look at the text: \\\"Airport of London, Croydon\\\". I will extract \\\"London, Croydon\\\" or just \\\"Croydon\\\". The prompt says \\\"Do not add country information, if it is not directly written with the location.\\\" So I will stick to what's written. \\\"Croydon\\\" is written. \\\"London\\\" is written. I'll combine them as \\\"London, Croydon\\\" or just \\\"Croydon\\\". Let's look at the example: \\\"London, UK\\\". The text says \\\"Airport of London, Croydon\\\". I will extract \\\"London, Croydon\\\".\\n- \\\"Dornach (Solothurn)\\\" -> Location: Dornach (Solothurn).\\n- \\\"Neuhausen\\\" -> Location: Neuhausen.\\n- \\\"Manchester\\\" -> Location: Manchester.\\n- \\\"Vevey\\\" -> Location: Vevey.\\n- \\\"Lausanne\\\" -> Location: Lausanne.\\n- \\\"Geneva\\\" -> Location: Geneva.\\n- \\\"Arlesheim\\\" -> Location: Arlesheim.\\n\\n**Constructing the JSON:**\\nI will create a list of objects.\\nPage ID is 9.\\n\\n1.  Crowe & Co., Ltd. -> Basle\\n2.  Imperial Airways Ltd. -> London, Croydon\\n3.  Metallwerke A.G. -> Dornach (Solothurn)\\n4.  Aluminium-Industrie-Aktien-Gesellschaft -> Neuhausen\\n5.  Chemische Fabrik vorm. Sandoz -> Basle\\n6.  Clayton Aniline Co., Ltd. -> Manchester\\n7.  J. R. Geigy, A.-G. -> Basle\\n8.  Society of Chemical Industry in Basle -> Basle\\n9.  J. Hopf & Co. -> Basle\\n10. Rayon A.-G. -> Arlesheim\\n11. Banque F\u00e9d\u00e9rale S.A. -> Vevey\\n12. Barclays Bank Ltd. -> London, Croydon (Wait, text says \\\"Fenchurch Street, London E.C. 3\\\". So location is London).\\n13. Galland & Co. -> Lausanne\\n14. Lloyds and National Provincial Foreign Bank, Ltd -> Geneva\\n15. Swiss Bank Corporation -> Basle\\n16. Swiss Bank Corporation -> Lausanne\\n17. Wagons-Lits/Cook S.A. -> Geneva\\n\\nLet's double check the \\\"Imperial Airways\\\" location. \\\"Airport of London, Croydon\\\". I will use \\\"London, Croydon\\\".\\nLet's double check \\\"Barclays Bank\\\". \\\"168, Fenchurch Street, London E.C. 3\\\". I will use \\\"London\\\".\\n\\nWait, looking closely at the image for \\\"Imperial Airways Ltd., Airport of London, Croydon\\\".\\nAnd \\\"Barclays Bank Ltd., (Foreign Branch), 168, Fenchurch Street, London E.C. 3\\\".\\n\\nOkay, let's assemble the JSON.\\n\\n```json\\n[\\n  {\\n    \\\"entry_id\\\": \\\"9-1\\\",\\n    \\\"company_name\\\": \\\"Crowe & Co., Ltd.\\\",\\n    \\\"location\\\": \\\"Basle\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-2\\\",\\n    \\\"company_name\\\": \\\"Imperial Airways Ltd.\\\",\\n    \\\"location\\\": \\\"London, Croydon\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-3\\\",\\n    \\\"company_name\\\": \\\"Metallwerke A.G.\\\",\\n    \\\"location\\\": \\\"Dornach (Solothurn)\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-4\\\",\\n    \\\"company_name\\\": \\\"Aluminium-Industrie-Aktien-Gesellschaft\\\",\\n    \\\"location\\\": \\\"Neuhausen\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-5\\\",\\n    \\\"company_name\\\": \\\"Chemische Fabrik vorm. Sandoz\\\",\\n    \\\"location\\\": \\\"Basle\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-6\\\",\\n    \\\"company_name\\\": \\\"Clayton Aniline Co., Ltd.\\\",\\n    \\\"location\\\": \\\"Manchester\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-7\\\",\\n    \\\"company_name\\\": \\\"J. R. Geigy, A.-G.\\\",\\n    \\\"location\\\": \\\"Basle\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-8\\\",\\n    \\\"company_name\\\": \\\"Society of Chemical Industry in Basle\\\",\\n    \\\"location\\\": \\\"Basle\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-9\\\",\\n    \\\"company_name\\\": \\\"J. Hopf & Co.\\\",\\n    \\\"location\\\": \\\"Basle\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-10\\\",\\n    \\\"company_name\\\": \\\"Rayon A.-G.\\\",\\n    \\\"location\\\": \\\"Arlesheim\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-11\\\",\\n    \\\"company_name\\\": \\\"Banque F\u00e9d\u00e9rale S.A.\\\",\\n    \\\"location\\\": \\\"Vevey\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-12\\\",\\n    \\\"company_name\\\": \\\"Barclays Bank Ltd.\\\",\\n    \\\"location\\\": \\\"London\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-13\\\",\\n    \\\"company_name\\\": \\\"Galland & Co.\\\",\\n    \\\"location\\\": \\\"Lausanne\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-14\\\",\\n    \\\"company_name\\\": \\\"Lloyds and National Provincial Foreign Bank, Ltd\\\",\\n    \\\"location\\\": \\\"Geneva\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-15\\\",\\n    \\\"company_name\\\": \\\"Swiss Bank Corporation\\\",\\n    \\\"location\\\": \\\"Basle\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-16\\\",\\n    \\\"company_name\\\": \\\"Swiss Bank Corporation\\\",\\n    \\\"location\\\": \\\"Lausanne\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-17\\\",\\n    \\\"company_name\\\": \\\"Wagons-Lits/Cook S.A.\\\",\\n    \\\"location\\\": \\\"Geneva\\\"\\n  }\\n]\\n```\\nRe-checking \\\"Imperial Airways\\\". Text: \\\"Airport of London, Croydon\\\". I will extract \\\"London, Croydon\\\".\\nRe-checking \\\"Barclays Bank\\\". Text: \\\"Fenchurch Street, London E.C. 3\\\". I will extract \\\"London\\\".\\n\\nOne detail: \\\"Society of Chemical Industry in Basle\\\". The text is \\\"Society of Chemical Industry in Basle, Basle\\\".\\nOne detail: \\\"Rayon A.-G.\\\" Text: \\\"Rayon A.-G., (Merchants), 14, Stollenrain, Arlesheim\\\".\\n\\nFinal check of the list order and names.\\n1. Crowe & Co., Ltd.\\n2. Imperial Airways Ltd.\\n3. Metallwerke A.G.\\n4. Aluminium-Industrie-Aktien-Gesellschaft\\n5. Chemische Fabrik vorm. Sandoz\\n6. Clayton Aniline Co., Ltd.\\n7. J. R. Geigy, A.-G.\\n8. Society of Chemical Industry in Basle\\n9. J. Hopf & Co.\\n10. Rayon A.-G.\\n11. Banque F\u00e9d\u00e9rale S.A.\\n12. Barclays Bank Ltd.\\n13. Galland & Co.\\n14. Lloyds and National Provincial Foreign Bank, Ltd\\n15. Swiss Bank Corporation (Basle)\\n16. Swiss Bank Corporation (Lausanne) - Note: The text lists \\\"Swiss Bank Corporation, 1, Aeschenvorstadt, Basle\\\" then \\\"Swiss Bank Corporation, Lausanne\\\". These are distinct entries.\\n17. Wagons-Lits/Cook S.A.\\n\\nLooks correct.\\n\",\"reasoning_details\":[{\"type\":\"reasoning.text\",\"text\":\"The user wants me to extract structured information from an image of a directory page.\\nThe output format must be a JSON array of objects.\\nEach object needs:\\n- `entry_id`: A unique identifier based on the page ID.\\n- `company_name`: The name of the company.\\n- `location`: The location of the company, or null if not present.\\n\\n**Source Analysis:**\\n- Page ID: 9 (from the top center \\\"- 9 -\\\").\\n- Content: A list of companies under various headings (Air Services, Alloys, Aluminium, etc.).\\n- The text is a mix of English and German company names.\\n- Locations are often embedded in the address or city name.\\n\\n**Extraction Strategy:**\\n1.  **Identify Page ID:** The number at the top is \\\"9\\\".\\n2.  **Iterate through entries:** I need to parse each block of text under each heading.\\n    *   **Heading: Air Services**\\n        *   Entry 1: \\\"Crowe & Co., Ltd., 67, Nauenstrasse, Basle.\\\" -> Name: Crowe & Co., Ltd. Location: Basle.\\n        *   Entry 2: \\\"Imperial Airways Ltd., Airport of London, Croydon;\\\" -> Name: Imperial Airways Ltd. Location: Croydon (London).\\n    *   **Heading: Alloys (Non-ferrous)**\\n        *   Entry 1: \\\"Metallwerke A.G., Dornach (Solothurn)...\\\" -> Name: Metallwerke A.G. Location: Dornach (Solothurn).\\n    *   **Heading: Aluminium and Aluminium Alloys**\\n        *   Entry 1: \\\"Aluminium-Industrie-Aktien-Gesellschaft, Neuhausen;\\\" -> Name: Aluminium-Industrie-Aktien-Gesellschaft. Location: Neuhausen.\\n    *   **Heading: Aniline Colour Manufacturers**\\n        *   Entry 1: \\\"Chemische Fabrik vorm. Sandoz, Basle;\\\" -> Name: Chemische Fabrik vorm. Sandoz. Location: Basle.\\n        *   Entry 2: \\\"Clayton Aniline Co., Ltd., Ashton New Road, Clayton, Manchester;\\\" -> Name: Clayton Aniline Co., Ltd. Location: Manchester.\\n        *   Entry 3: \\\"J. R. Geigy, A.-G., Basle;\\\" -> Name: J. R. Geigy, A.-G. Location: Basle.\\n        *   Entry 4: \\\"Society of Chemical Industry in Basle, Basle;\\\" -> Name: Society of Chemical Industry in Basle. Location: Basle.\\n    *   **Heading: Artificial Silk (Rayon)**\\n        *   Entry 1: \\\"J. Hopf & Co., (Merchants), 12, Aeschengraben, Basle;\\\" -> Name: J. Hopf & Co. Location: Basle.\\n        *   Entry 2: \\\"Rayon A.-G., (Merchants), 14, Stollenrain, Arlesheim;\\\" -> Name: Rayon A.-G. Location: Arlesheim.\\n    *   **Heading: Bankers**\\n        *   Entry 1: \\\"Banque F\u00e9d\u00e9rale S.A., Vevey;\\\" -> Name: Banque F\u00e9d\u00e9rale S.A. Location: Vevey.\\n        *   Entry 2: \\\"Barclays Bank Ltd., (Foreign Branch), 168, Fenchurch Street, London E.C. 3.\\\" -> Name: Barclays Bank Ltd. Location: London.\\n        *   Entry 3: \\\"Galland & Co., 3, Place St-Fran\u00e7ois, Lausanne;\\\" -> Name: Galland & Co. Location: Lausanne.\\n        *   Entry 4: \\\"Lloyds and National Provincial Foreign Bank, Ltd, 1, Place Bel-Air, Geneva;\\\" -> Name: Lloyds and National Provincial Foreign Bank, Ltd. Location: Geneva.\\n        *   Entry 5: \\\"Swiss Bank Corporation, 1, Aeschenvorstadt, Basle;\\\" -> Name: Swiss Bank Corporation. Location: Basle.\\n        *   Entry 6: \\\"Swiss Bank Corporation, Lausanne;\\\" -> Name: Swiss Bank Corporation. Location: Lausanne.\\n        *   Entry 7: \\\"Wagons-Lits/Cook S.A., 4, Rue du Mont Blanc, Geneva;\\\" -> Name: Wagons-Lits/Cook S.A. Location: Geneva.\\n\\n**Refining Locations:**\\n- \\\"Basle\\\" is Basel.\\n- \\\"Croydon\\\" is usually associated with London, but the prompt says \\\"Do not add country information, if it is not directly written with the location.\\\" Wait, \\\"London, UK\\\" is an example in the prompt. \\\"Croydon\\\" is a town. \\\"Airport of London, Croydon\\\" implies London. I will extract \\\"Croydon\\\" or \\\"London, Croydon\\\". Let's look at the text: \\\"Airport of London, Croydon\\\". I will extract \\\"London, Croydon\\\" or just \\\"Croydon\\\". The prompt says \\\"Do not add country information, if it is not directly written with the location.\\\" So I will stick to what's written. \\\"Croydon\\\" is written. \\\"London\\\" is written. I'll combine them as \\\"London, Croydon\\\" or just \\\"Croydon\\\". Let's look at the example: \\\"London, UK\\\". The text says \\\"Airport of London, Croydon\\\". I will extract \\\"London, Croydon\\\".\\n- \\\"Dornach (Solothurn)\\\" -> Location: Dornach (Solothurn).\\n- \\\"Neuhausen\\\" -> Location: Neuhausen.\\n- \\\"Manchester\\\" -> Location: Manchester.\\n- \\\"Vevey\\\" -> Location: Vevey.\\n- \\\"Lausanne\\\" -> Location: Lausanne.\\n- \\\"Geneva\\\" -> Location: Geneva.\\n- \\\"Arlesheim\\\" -> Location: Arlesheim.\\n\\n**Constructing the JSON:**\\nI will create a list of objects.\\nPage ID is 9.\\n\\n1.  Crowe & Co., Ltd. -> Basle\\n2.  Imperial Airways Ltd. -> London, Croydon\\n3.  Metallwerke A.G. -> Dornach (Solothurn)\\n4.  Aluminium-Industrie-Aktien-Gesellschaft -> Neuhausen\\n5.  Chemische Fabrik vorm. Sandoz -> Basle\\n6.  Clayton Aniline Co., Ltd. -> Manchester\\n7.  J. R. Geigy, A.-G. -> Basle\\n8.  Society of Chemical Industry in Basle -> Basle\\n9.  J. Hopf & Co. -> Basle\\n10. Rayon A.-G. -> Arlesheim\\n11. Banque F\u00e9d\u00e9rale S.A. -> Vevey\\n12. Barclays Bank Ltd. -> London, Croydon (Wait, text says \\\"Fenchurch Street, London E.C. 3\\\". So location is London).\\n13. Galland & Co. -> Lausanne\\n14. Lloyds and National Provincial Foreign Bank, Ltd -> Geneva\\n15. Swiss Bank Corporation -> Basle\\n16. Swiss Bank Corporation -> Lausanne\\n17. Wagons-Lits/Cook S.A. -> Geneva\\n\\nLet's double check the \\\"Imperial Airways\\\" location. \\\"Airport of London, Croydon\\\". I will use \\\"London, Croydon\\\".\\nLet's double check \\\"Barclays Bank\\\". \\\"168, Fenchurch Street, London E.C. 3\\\". I will use \\\"London\\\".\\n\\nWait, looking closely at the image for \\\"Imperial Airways Ltd., Airport of London, Croydon\\\".\\nAnd \\\"Barclays Bank Ltd., (Foreign Branch), 168, Fenchurch Street, London E.C. 3\\\".\\n\\nOkay, let's assemble the JSON.\\n\\n```json\\n[\\n  {\\n    \\\"entry_id\\\": \\\"9-1\\\",\\n    \\\"company_name\\\": \\\"Crowe & Co., Ltd.\\\",\\n    \\\"location\\\": \\\"Basle\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-2\\\",\\n    \\\"company_name\\\": \\\"Imperial Airways Ltd.\\\",\\n    \\\"location\\\": \\\"London, Croydon\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-3\\\",\\n    \\\"company_name\\\": \\\"Metallwerke A.G.\\\",\\n    \\\"location\\\": \\\"Dornach (Solothurn)\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-4\\\",\\n    \\\"company_name\\\": \\\"Aluminium-Industrie-Aktien-Gesellschaft\\\",\\n    \\\"location\\\": \\\"Neuhausen\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-5\\\",\\n    \\\"company_name\\\": \\\"Chemische Fabrik vorm. Sandoz\\\",\\n    \\\"location\\\": \\\"Basle\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-6\\\",\\n    \\\"company_name\\\": \\\"Clayton Aniline Co., Ltd.\\\",\\n    \\\"location\\\": \\\"Manchester\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-7\\\",\\n    \\\"company_name\\\": \\\"J. R. Geigy, A.-G.\\\",\\n    \\\"location\\\": \\\"Basle\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-8\\\",\\n    \\\"company_name\\\": \\\"Society of Chemical Industry in Basle\\\",\\n    \\\"location\\\": \\\"Basle\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-9\\\",\\n    \\\"company_name\\\": \\\"J. Hopf & Co.\\\",\\n    \\\"location\\\": \\\"Basle\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-10\\\",\\n    \\\"company_name\\\": \\\"Rayon A.-G.\\\",\\n    \\\"location\\\": \\\"Arlesheim\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-11\\\",\\n    \\\"company_name\\\": \\\"Banque F\u00e9d\u00e9rale S.A.\\\",\\n    \\\"location\\\": \\\"Vevey\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-12\\\",\\n    \\\"company_name\\\": \\\"Barclays Bank Ltd.\\\",\\n    \\\"location\\\": \\\"London\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-13\\\",\\n    \\\"company_name\\\": \\\"Galland & Co.\\\",\\n    \\\"location\\\": \\\"Lausanne\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-14\\\",\\n    \\\"company_name\\\": \\\"Lloyds and National Provincial Foreign Bank, Ltd\\\",\\n    \\\"location\\\": \\\"Geneva\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-15\\\",\\n    \\\"company_name\\\": \\\"Swiss Bank Corporation\\\",\\n    \\\"location\\\": \\\"Basle\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-16\\\",\\n    \\\"company_name\\\": \\\"Swiss Bank Corporation\\\",\\n    \\\"location\\\": \\\"Lausanne\\\"\\n  },\\n  {\\n    \\\"entry_id\\\": \\\"9-17\\\",\\n    \\\"company_name\\\": \\\"Wagons-Lits/Cook S.A.\\\",\\n    \\\"location\\\": \\\"Geneva\\\"\\n  }\\n]\\n```\\nRe-checking \\\"Imperial Airways\\\". Text: \\\"Airport of London, Croydon\\\". I will extract \\\"London, Croydon\\\".\\nRe-checking \\\"Barclays Bank\\\". Text: \\\"Fenchurch Street, London E.C. 3\\\". I will extract \\\"London\\\".\\n\\nOne detail: \\\"Society of Chemical Industry in Basle\\\". The text is \\\"Society of Chemical Industry in Basle, Basle\\\".\\nOne detail: \\\"Rayon A.-G.\\\" Text: \\\"Rayon A.-G., (Merchants), 14, Stollenrain, Arlesheim\\\".\\n\\nFinal check of the list order and names.\\n1. Crowe & Co., Ltd.\\n2. Imperial Airways Ltd.\\n3. Metallwerke A.G.\\n4. Aluminium-Industrie-Aktien-Gesellschaft\\n5. Chemische Fabrik vorm. Sandoz\\n6. Clayton Aniline Co., Ltd.\\n7. J. R. Geigy, A.-G.\\n8. Society of Chemical Industry in Basle\\n9. J. Hopf & Co.\\n10. Rayon A.-G.\\n11. Banque F\u00e9d\u00e9rale S.A.\\n12. Barclays Bank Ltd.\\n13. Galland & Co.\\n14. Lloyds and National Provincial Foreign Bank, Ltd\\n15. Swiss Bank Corporation (Basle)\\n16. Swiss Bank Corporation (Lausanne) - Note: The text lists \\\"Swiss Bank Corporation, 1, Aeschenvorstadt, Basle\\\" then \\\"Swiss Bank Corporation, Lausanne\\\". These are distinct entries.\\n17. Wagons-Lits/Cook S.A.\\n\\nLooks correct.\\n\",\"format\":\"unknown\",\"index\":0}]},\"native_finish_reason\":\"stop\"}],\"created\":1776801282,\"model\":\"qwen/qwen3.5-9b-20260310\",\"object\":\"chat.completion\",\"service_tier\":null,\"system_fingerprint\":null,\"usage\":{\"completion_tokens\":3528,\"prompt_tokens\":3162,\"total_tokens\":6690,\"completion_tokens_details\":{\"accepted_prediction_tokens\":null,\"audio_tokens\":0,\"reasoning_tokens\":2256,\"rejected_prediction_tokens\":null,\"image_tokens\":0},\"prompt_tokens_details\":{\"audio_tokens\":0,\"cached_tokens\":0,\"cache_write_tokens\":0,\"video_tokens\":0},\"cost\":0.0008454,\"is_byok\":false,\"cost_details\":{\"upstream_inference_cost\":0.0008454,\"upstream_inference_prompt_cost\":0.0003162,\"upstream_inference_completions_cost\":0.0005292}},\"provider\":\"Together\"}"}, "scoring": {"f1_micro": 0.5712846347607052, "f1_macro": 0.5693333333333334, "micro_precision": 0.5709969788519638, "micro_recall": 0.5715725806451613, "total_instances": 15, "total_tp": 567, "total_fp": 426, "total_fn": 425, "cost_summary": {"total_input_tokens": 47302, "total_output_tokens": 59207, "total_tokens": 106509, "input_cost_usd": 0.0047302, "output_cost_usd": 0.008881049999999998, "total_cost_usd": 0.01361125}}, "normalized_score": 56.93333333333334}