{"_id": {"$oid": "6ab1687f1481417a2aae4cd4"}, "test_id": "T1133", "benchmark": "library_cards", "date": "2026-06-05", "tags": {"document-type": ["index-card"], "writing": ["typed", "printed", "handwritten"], "century": [20, 19], "language": ["de", "fr", "en", "la", "el", "fi", "sv", "pl"], "layout": ["index"], "entry-type": ["bibliographic"], "task": ["information-extraction"]}, "contributors": ["gabriel_muller", "maximilian_hindermann"], "hidden": false, "config": {"provider": "openrouter", "model": "stepfun/step-3.7-flash", "dataclass": "Document", "temperature": 0.0, "role_description": "You are a historian with keyword knowledge", "prompt_file": "prompt.txt", "legacy_test": false}, "prompt": "Extract the bibliographic information about a historical dissertation from this index card and return it as a structured JSON object with the following exact format:\n\n```json\n{\n  \"type\": {\n    \"type\": \"Dissertation or thesis\" OR \"Reference\"\n  },\n  \"author\": {\n    \"last_name\": \"string\",\n    \"first_name\": \"string\"\n  },\n  \"publication\": {\n    \"title\": \"string\",\n    \"year\": integer,\n    \"place\": \"string or empty string\",\n    \"pages\": \"string or empty string\",\n    \"publisher\": \"string or empty string\",\n    \"format\": \"string or empty string\"\n  },\n  \"library_reference\": {\n    \"shelfmark\": \"string or empty string\",\n    \"subjects\": \"string or empty string\"\n  }\n}\n```\n\nEXTRACTION RULES:\n1. **Card Type**: If a card contains the note \"s.\" on a separate line, it is a \"Reference\". Otherwise, it is a \"Dissertation or thesis\".\n\n2. **Author**: Extract last_name and first_name. If only one name is given, put it in last_name and leave first_name empty.\n\n3. **Publication**:\n   - title: The main title of the work\n   - year: Publication year as integer\n   - place: Publication place\n   - pages: Page count (remove \" S.\" suffix if present)\n   - publisher: Publishing house/institution\n   - format: Usually \"8\u00b0\", \"8'\", or \"4\u00b0\" - single value only\n\n4. **Library Reference**:\n   - shelfmark: Often begins with \"Diss.\" or \"AT\", may be marked with \"Standort:\"\n   - subjects: Subject classifications or keywords\n\n5. **Missing Information**: Use empty string \"\" for missing text fields, omit year fields entirely if not present.\n\n6. **Ignore**: Disregard any information that doesn't fit into these categories.\n\nReturn ONLY the JSON object, no additional text or explanation.", "results": {"text": "{\"type\":{\"type\":\"Reference\"},\"author\":{\"last_name\":\"Montaghemi\",\"first_name\":\"Nourhomadeh\"},\"publication\":{\"title\":\"Sonnenbichler - Montaghemi, Nourhomadeh\",\"year\":\"\",\"place\":\"\",\"pages\":\"\",\"publisher\":\"\",\"format\":\"\",\"editor\":\"\"},\"library_reference\":{\"shelfmark\":\"\",\"subjects\":\"\"}}", "model": "stepfun/step-3.7-flash-20260528", "provider": "openrouter", "finish_reason": "stop", "usage": {"input_tokens": 779, "output_tokens": 3240, "total_tokens": 4019, "input_cost_usd": 0.0001558, "output_cost_usd": 0.0037259999999999997, "estimated_cost_usd": 0.0038817999999999995}, "duration": 39.87751913070679, "timestamp": "2026-06-05T13:53:19.435505", "parsed": {"type": {"type": "Reference"}, "author": {"last_name": "Montaghemi", "first_name": "Nourhomadeh"}, "publication": {"title": "Sonnenbichler - Montaghemi, Nourhomadeh", "year": "", "place": "", "pages": "", "publisher": "", "format": "", "editor": ""}, "library_reference": {"shelfmark": "", "subjects": ""}}, "conversation_id": "5f952d5f-3e2c-41f5-8a26-6da94785e7ae", "score": {"f1_score": 0.29, "precision": 0.25, "recall": 0.3333333333333333, "true_positives": 1, "false_positives": 3, "false_negatives": 2, "field_scores": {"library_reference.shelfmark": {"response": null, "ground_truth": null, "score": 1.0}, "type.type": {"response": "Reference", "ground_truth": "Reference", "score": 1.0}, "author.first_name": {"response": "Nourhomadeh", "ground_truth": null, "score": 0.0}, "publication.year": {"response": null, "ground_truth": null, "score": 1.0}, "library_reference.subjects": {"response": null, "ground_truth": null, "score": 1.0}, "publication.title": {"response": "Sonnenbichler - Montaghemi, Nourhomadeh", "ground_truth": "Montaghemi, Nourhomadeh", "score": 0.7419354838709676}, "publication.editor": {"response": null, "ground_truth": null, "score": 1.0}, "publication.place": {"response": null, "ground_truth": null, "score": 1.0}, "publication.pages": {"response": null, "ground_truth": null, "score": 1.0}, "publication.format": {"response": null, "ground_truth": null, "score": 1.0}, "author.last_name": {"response": "Montaghemi", "ground_truth": "Sonnenbichler", "score": 0.34782608695652173}, "publication.publisher": {"response": null, "ground_truth": null, "score": 1.0}}, "total_fields": 12}, "raw_response": "{\"id\":\"gen-1780660364-HBkz5Tz31os135qF1nPm\",\"choices\":[{\"finish_reason\":\"stop\",\"index\":0,\"logprobs\":null,\"message\":{\"content\":\"{\\\"type\\\": {\\\"type\\\": \\\"Reference\\\"}, \\\"author\\\": {\\\"last_name\\\": \\\"Montaghemi\\\", \\\"first_name\\\": \\\"Nourhomadeh\\\"}, \\\"publication\\\": {\\\"title\\\": \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\", \\\"year\\\": \\\"\\\", \\\"place\\\": \\\"\\\", \\\"pages\\\": \\\"\\\", \\\"publisher\\\": \\\"\\\", \\\"format\\\": \\\"\\\", \\\"editor\\\": \\\"\\\"}, \\\"library_reference\\\": {\\\"shelfmark\\\": \\\"\\\", \\\"subjects\\\": \\\"\\\"}\\n  }\",\"refusal\":null,\"role\":\"assistant\",\"annotations\":null,\"audio\":null,\"function_call\":null,\"tool_calls\":null,\"parsed\":{\"type\":{\"type\":\"Reference\"},\"author\":{\"last_name\":\"Montaghemi\",\"first_name\":\"Nourhomadeh\"},\"publication\":{\"title\":\"Sonnenbichler - Montaghemi, Nourhomadeh\",\"year\":\"\",\"place\":\"\",\"pages\":\"\",\"publisher\":\"\",\"format\":\"\",\"editor\":\"\"},\"library_reference\":{\"shelfmark\":\"\",\"subjects\":\"\"}},\"reasoning\":\"The user wants me to extract bibliographic information from an index card image and return it as a structured JSON object.\\n\\n Let me analyze the image content:\\n - First line: \\\"Montaghemi, Nourhomadeh\\\" - This looks like an author name\\n - Second line: \\\"s.\\\" - This is a note indicating it's a \\\"Reference\\\" according to rule 1\\n - Third line: \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\" - This looks like a title or reference entry\\n\\n Wait, let me look more carefully. The text appears to be:\\n - \\\"Montaghemi, Nourhomadeh\\\" (first line)\\n - \\\"s.\\\" (second line, separate)\\n - \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\" (third line)\\n\\n According to rule 1: \\\"If a card contains the note 's.' on a separate line, it is a 'Reference'.\\\"\\n\\n So the type should be \\\"Reference\\\".\\n\\n For the author:\\n - The first line shows \\\"Montaghemi, Nourhomadeh\\\"\\n - This appears to be \\\"Last name, First name\\\" format\\n - So last_name: \\\"Montaghemi\\\", first_name: \\\"Nourhomadeh\\\"\\n\\n For publication:\\n - The third line \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\" seems to be the title\\n - But wait, looking at the pattern, this might be a reference entry where \\\"Sonnenbichler\\\" is the author and \\\"Montaghemi, Nourhomadeh\\\" is the subject? Or it's a cross-reference?\\n\\n Actually, looking at the format again:\\n - Line 1: Montaghemi, Nourhomadeh\\n - Line 2: s.\\n - Line 3: Sonnenbichler - Montaghemi, Nourhomadeh\\n\\n This looks like it could be:\\n - Author: Montaghemi, Nourhomadeh\\n - Type: Reference (because of \\\"s.\\\")\\n - Title: Sonnenbichler - Montaghemi, Nourhomadeh? Or is \\\"Sonnenbichler\\\" the author of the work being referenced?\\n\\n Actually, looking at standard library catalog card formats:\\n - The first line is usually the author\\n - \\\"s.\\\" indicates \\\"siehe\\\" (see) in German, meaning it's a reference to another entry\\n - The third line shows what to see: \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\"\\n\\n So this is a reference card pointing to an entry under \\\"Sonnenbichler\\\" that relates to \\\"Montaghemi, Nourhomadeh\\\", or it's indicating that Montaghemi, Nourhomadeh should be looked up under Sonnenbichler.\\n\\n But for the JSON structure:\\n - type: \\\"Reference\\\"\\n - author: last_name: \\\"Montaghemi\\\", first_name: \\\"Nourhomadeh\\\"\\n - publication: \\n   - title: \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\" (or should it be just the main title?)\\n   - Actually, looking at the third line, it seems to be the reference target. But the format asks for title, year, place, pages, publisher, format.\\n   \\n Wait, I need to be careful. The card says:\\n - Montaghemi, Nourhomadeh\\n - s.\\n - Sonnenbichler - Montaghemi, Nourhomadeh\\n\\n In library cataloging, \\\"s.\\\" (siehe) means \\\"see\\\". So this is a reference card saying \\\"see Sonnenbichler - Montaghemi, Nourhomadeh\\\".\\n\\n But the JSON structure requires specific fields. Since this is a reference card, and the text is minimal:\\n - author: Montaghemi, Nourhomadeh (from first line)\\n - publication title: The third line appears to be the reference, but it's not clear if that's a title or a cross-reference.\\n\\n Actually, looking at the pattern, this might be:\\n - Author: Montaghemi, Nourhomadeh\\n - Title: (empty or not provided)\\n - But the third line \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\" might be the title of the work being referenced?\\n\\n Or perhaps:\\n - This is a reference card for Montaghemi, Nourhomadeh\\n - The \\\"s.\\\" indicates it's a reference\\n - The third line indicates what to see: \\\"Sonnenbichler\\\" (author) and \\\"Montaghemi, Nourhomadeh\\\" (subject/title?)\\n\\n Given the limited information and the specific format requirements:\\n - type: \\\"Reference\\\"\\n - author: last_name: \\\"Montaghemi\\\", first_name: \\\"Nourhomadeh\\\"\\n - publication: \\n   - title: \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\" (or should I leave it empty?)\\n   - year: \\\"\\\" (not present)\\n   - place: \\\"\\\" (not present)\\n   - pages: \\\"\\\" (not present)\\n   - publisher: \\\"\\\" (not present)\\n   - format: \\\"\\\" (not present)\\n - library_reference:\\n   - shelfmark: \\\"\\\" (not present)\\n   - subjects: \\\"\\\" (not present)\\n\\n But wait, looking at the third line again: \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\"\\n This could be interpreted as:\\n - Author: Sonnenbichler\\n - Title: Montaghemi, Nourhomadeh? No, that doesn't make sense.\\n\\n Or it could be:\\n - This is a reference from Montaghemi, Nourhomadeh to Sonnenbichler's work about Montaghemi, Nourhomadeh?\\n\\n Actually, looking at the spacing and capitalization:\\n - \\\"Montaghemi, Nourhomadeh\\\" - proper name format\\n - \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\" - this looks like it could be \\\"Sonnenbichler\\\" as author and \\\"Montaghemi, Nourhomadeh\\\" as title/subject, or it's a compound entry.\\n\\n Given the \\\"s.\\\" (siehe/see) indicator, this is definitely a Reference type.\\n\\n For the author field, the first line \\\"Montaghemi, Nourhomadeh\\\" is clearly the author of the card/entry.\\n\\n For the publication title, the third line is likely the target of the reference. But in the JSON structure, \\\"title\\\" is under \\\"publication\\\". Since this is a reference card, there might not be a publication per se, but I should extract what's there.\\n\\n Actually, looking at the card again, it's possible that:\\n - First line: Author (Montaghemi, Nourhomadeh)\\n - Second line: s. (siehe)\\n - Third line: The entry to see (Sonnenbichler - Montaghemi, Nourhomadeh)\\n\\n But for the JSON, I need to fit this into the structure. The most logical interpretation:\\n - type: \\\"Reference\\\"\\n - author: {last_name: \\\"Montaghemi\\\", first_name: \\\"Nourhomadeh\\\"}\\n - publication: {title: \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\", year: \\\"\\\", place: \\\"\\\", pages: \\\"\\\", publisher: \\\"\\\", format: \\\"\\\"}\\n - library_reference: {shelfmark: \\\"\\\", subjects: \\\"\\\"}\\n\\n Or should the title be empty since it's a reference? The rules say to extract the main title. The third line appears to be the reference target, which could be considered the \\\"title\\\" in this context, or it could be considered part of the library reference.\\n\\n Actually, looking at rule 6: \\\"Disregard any information that doesn't fit into these categories.\\\"\\n\\n And rule 3: \\\"title: The main title of the work\\\"\\n\\n If this is a reference card (s. = siehe), there is no main title of a work being described, only a reference. But the third line contains text that looks like it could be a title or a cross-reference.\\n\\n Given the ambiguity, I should probably put the third line as the title, or leave it empty. But looking at the pattern \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\", this looks like it could be a title page transcription or a reference entry.\\n\\n Let me reconsider. In German library catalogs:\\n - \\\"s.\\\" stands for \\\"siehe\\\" (see)\\n - The format is usually: Author - Title\\n - So \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\" might mean: See Sonnenbichler (author) for the work \\\"Montaghemi, Nourhomadeh\\\"? Or see the entry under Sonnenbichler regarding Montaghemi?\\n\\n Actually, looking at the first line \\\"Montaghemi, Nourhomadeh\\\" and the third line ending with \\\"Montaghemi, Nourhomadeh\\\", it seems like the card is for Montaghemi, Nourhomadeh, and the reference is to Sonnenbichler.\\n\\n So:\\n - author: Montaghemi, Nourhomadeh\\n - title: (empty, or the reference text?)\\n - But the third line is \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\"\\n\\n If I treat the third line as the title, it would be: \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\"\\n\\n But that seems odd for a reference card.\\n\\n Alternative interpretation:\\n - This is not a reference card despite the \\\"s.\\\"? No, rule 1 is clear: \\\"s.\\\" on a separate line means Reference.\\n\\n Another interpretation:\\n - The card is for the author Montaghemi, Nourhomadeh\\n - It's a reference card (s.)\\n - The reference is to: Sonnenbichler - Montaghemi, Nourhomadeh\\n - But what is \\\"Sonnenbichler\\\"? It could be the author of a work about Montaghemi.\\n\\n Given the constraints, I'll extract:\\n - type: \\\"Reference\\\"\\n - author: last_name: \\\"Montaghemi\\\", first_name: \\\"Nourhomadeh\\\"\\n - publication: title: \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\", other fields empty\\n - library_reference: empty strings\\n\\n Wait, looking at the image once more. The text \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\" - is it possible that \\\"Sonnenbichler\\\" is the author and \\\"Montaghemi, Nourhomadeh\\\" is the title? Or vice versa?\\n\\n In the first line, \\\"Montaghemi, Nourhomadeh\\\" is formatted as Last, First.\\n In the third line, \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\" uses a dash.\\n\\n If this is a reference card, the \\\"s.\\\" means \\\"see\\\". So \\\"Montaghemi, Nourhomadeh s. Sonnenbichler - Montaghemi, Nourhomadeh\\\" means \\\"See Sonnenbichler - Montaghemi, Nourhomadeh\\\" for the entry on Montaghemi, Nourhomadeh.\\n\\n So the title field should probably be empty or contain the reference text. But the JSON structure expects a title under publication.\\n\\n I think the safest approach is:\\n - type: \\\"Reference\\\"\\n - author: {last_name: \\\"Montaghemi\\\", first_name: \\\"Nourhomadeh\\\"}\\n - publication: {title: \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\", year: \\\"\\\", place: \\\"\\\", pages: \\\"\\\", publisher: \\\"\\\", format: \\\"\\\"}\\n - library_reference: {shelfmark: \\\"\\\", subjects: \\\"\\\"}\\n\\n Or should the title be empty since it's a reference? The instructions say to extract the main title. If there is no main title (because it's just a reference), should I leave it empty? But the third line contains text that looks like it identifies the work.\\n\\n Actually, looking at similar catalog cards, when there's a \\\"s.\\\" (siehe), the card typically has:\\n - The authorized heading (first line)\\n - \\\"s.\\\"\\n - The reference target (third line)\\n\\n The reference target is not the title of a work, but a reference to another catalog entry. However, for the purpose of this extraction, I should probably put the reference target in the title field, or leave it empty.\\n\\n But looking at the format, \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\" looks like it could be parsed as:\\n - Author: Sonnenbichler\\n - Title: Montaghemi, Nourhomadeh\\n\\n Or it could be a single string.\\n\\n Given that the first line is \\\"Montaghemi, Nourhomadeh\\\" (clearly a person's name), and the third line ends with the same name, it's likely that \\\"Sonnenbichler\\\" is the author of a work, and the work is about or titled \\\"Montaghemi, Nourhomadeh\\\", or the work is by Sonnenbichler and the subject is Montaghemi.\\n\\n But without more context, I should treat the third line as the title/publication information available.\\n\\n Actually, looking at the pattern, this might be:\\n - Author: Montaghemi, Nourhomadeh\\n - Title: Sonnenbichler (as in, a work by Sonnenbichler?)\\n - No, that doesn't fit.\\n\\n Let me try: The card is for Montaghemi, Nourhomadeh. The \\\"s.\\\" means see. The reference is to \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\". This likely means \\\"See the entry under Sonnenbichler for Montaghemi, Nourhomadeh\\\" or \\\"See Sonnenbichler's work on Montaghemi, Nourhomadeh\\\".\\n\\n For the JSON, I'll put:\\n - type: \\\"Reference\\\"\\n - author: {last_name: \\\"Montaghemi\\\", first_name: \\\"Nourhomadeh\\\"}\\n - publication: {title: \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\", year: \\\"\\\", place: \\\"\\\", pages: \\\"\\\", publisher: \\\"\\\", format: \\\"\\\"}\\n - library_reference: {shelfmark: \\\"\\\", subjects: \\\"\\\"}\\n\\n This seems to be the most faithful extraction of the visible text into the required format.\\n\\n One more check: Is \\\"s.\\\" definitely indicating Reference? Yes, rule 1 says so.\\n\\n Is the author definitely Montaghemi, Nourhomadeh? Yes, that's the first line.\\n\\n Is the title definitely \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\"? It's the only other text on the card besides \\\"s.\\\".\\n\\n So I'll go with that.\",\"reasoning_details\":[{\"type\":\"reasoning.text\",\"text\":\"The user wants me to extract bibliographic information from an index card image and return it as a structured JSON object.\\n\\n Let me analyze the image content:\\n - First line: \\\"Montaghemi, Nourhomadeh\\\" - This looks like an author name\\n - Second line: \\\"s.\\\" - This is a note indicating it's a \\\"Reference\\\" according to rule 1\\n - Third line: \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\" - This looks like a title or reference entry\\n\\n Wait, let me look more carefully. The text appears to be:\\n - \\\"Montaghemi, Nourhomadeh\\\" (first line)\\n - \\\"s.\\\" (second line, separate)\\n - \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\" (third line)\\n\\n According to rule 1: \\\"If a card contains the note 's.' on a separate line, it is a 'Reference'.\\\"\\n\\n So the type should be \\\"Reference\\\".\\n\\n For the author:\\n - The first line shows \\\"Montaghemi, Nourhomadeh\\\"\\n - This appears to be \\\"Last name, First name\\\" format\\n - So last_name: \\\"Montaghemi\\\", first_name: \\\"Nourhomadeh\\\"\\n\\n For publication:\\n - The third line \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\" seems to be the title\\n - But wait, looking at the pattern, this might be a reference entry where \\\"Sonnenbichler\\\" is the author and \\\"Montaghemi, Nourhomadeh\\\" is the subject? Or it's a cross-reference?\\n\\n Actually, looking at the format again:\\n - Line 1: Montaghemi, Nourhomadeh\\n - Line 2: s.\\n - Line 3: Sonnenbichler - Montaghemi, Nourhomadeh\\n\\n This looks like it could be:\\n - Author: Montaghemi, Nourhomadeh\\n - Type: Reference (because of \\\"s.\\\")\\n - Title: Sonnenbichler - Montaghemi, Nourhomadeh? Or is \\\"Sonnenbichler\\\" the author of the work being referenced?\\n\\n Actually, looking at standard library catalog card formats:\\n - The first line is usually the author\\n - \\\"s.\\\" indicates \\\"siehe\\\" (see) in German, meaning it's a reference to another entry\\n - The third line shows what to see: \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\"\\n\\n So this is a reference card pointing to an entry under \\\"Sonnenbichler\\\" that relates to \\\"Montaghemi, Nourhomadeh\\\", or it's indicating that Montaghemi, Nourhomadeh should be looked up under Sonnenbichler.\\n\\n But for the JSON structure:\\n - type: \\\"Reference\\\"\\n - author: last_name: \\\"Montaghemi\\\", first_name: \\\"Nourhomadeh\\\"\\n - publication: \\n   - title: \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\" (or should it be just the main title?)\\n   - Actually, looking at the third line, it seems to be the reference target. But the format asks for title, year, place, pages, publisher, format.\\n   \\n Wait, I need to be careful. The card says:\\n - Montaghemi, Nourhomadeh\\n - s.\\n - Sonnenbichler - Montaghemi, Nourhomadeh\\n\\n In library cataloging, \\\"s.\\\" (siehe) means \\\"see\\\". So this is a reference card saying \\\"see Sonnenbichler - Montaghemi, Nourhomadeh\\\".\\n\\n But the JSON structure requires specific fields. Since this is a reference card, and the text is minimal:\\n - author: Montaghemi, Nourhomadeh (from first line)\\n - publication title: The third line appears to be the reference, but it's not clear if that's a title or a cross-reference.\\n\\n Actually, looking at the pattern, this might be:\\n - Author: Montaghemi, Nourhomadeh\\n - Title: (empty or not provided)\\n - But the third line \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\" might be the title of the work being referenced?\\n\\n Or perhaps:\\n - This is a reference card for Montaghemi, Nourhomadeh\\n - The \\\"s.\\\" indicates it's a reference\\n - The third line indicates what to see: \\\"Sonnenbichler\\\" (author) and \\\"Montaghemi, Nourhomadeh\\\" (subject/title?)\\n\\n Given the limited information and the specific format requirements:\\n - type: \\\"Reference\\\"\\n - author: last_name: \\\"Montaghemi\\\", first_name: \\\"Nourhomadeh\\\"\\n - publication: \\n   - title: \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\" (or should I leave it empty?)\\n   - year: \\\"\\\" (not present)\\n   - place: \\\"\\\" (not present)\\n   - pages: \\\"\\\" (not present)\\n   - publisher: \\\"\\\" (not present)\\n   - format: \\\"\\\" (not present)\\n - library_reference:\\n   - shelfmark: \\\"\\\" (not present)\\n   - subjects: \\\"\\\" (not present)\\n\\n But wait, looking at the third line again: \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\"\\n This could be interpreted as:\\n - Author: Sonnenbichler\\n - Title: Montaghemi, Nourhomadeh? No, that doesn't make sense.\\n\\n Or it could be:\\n - This is a reference from Montaghemi, Nourhomadeh to Sonnenbichler's work about Montaghemi, Nourhomadeh?\\n\\n Actually, looking at the spacing and capitalization:\\n - \\\"Montaghemi, Nourhomadeh\\\" - proper name format\\n - \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\" - this looks like it could be \\\"Sonnenbichler\\\" as author and \\\"Montaghemi, Nourhomadeh\\\" as title/subject, or it's a compound entry.\\n\\n Given the \\\"s.\\\" (siehe/see) indicator, this is definitely a Reference type.\\n\\n For the author field, the first line \\\"Montaghemi, Nourhomadeh\\\" is clearly the author of the card/entry.\\n\\n For the publication title, the third line is likely the target of the reference. But in the JSON structure, \\\"title\\\" is under \\\"publication\\\". Since this is a reference card, there might not be a publication per se, but I should extract what's there.\\n\\n Actually, looking at the card again, it's possible that:\\n - First line: Author (Montaghemi, Nourhomadeh)\\n - Second line: s. (siehe)\\n - Third line: The entry to see (Sonnenbichler - Montaghemi, Nourhomadeh)\\n\\n But for the JSON, I need to fit this into the structure. The most logical interpretation:\\n - type: \\\"Reference\\\"\\n - author: {last_name: \\\"Montaghemi\\\", first_name: \\\"Nourhomadeh\\\"}\\n - publication: {title: \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\", year: \\\"\\\", place: \\\"\\\", pages: \\\"\\\", publisher: \\\"\\\", format: \\\"\\\"}\\n - library_reference: {shelfmark: \\\"\\\", subjects: \\\"\\\"}\\n\\n Or should the title be empty since it's a reference? The rules say to extract the main title. The third line appears to be the reference target, which could be considered the \\\"title\\\" in this context, or it could be considered part of the library reference.\\n\\n Actually, looking at rule 6: \\\"Disregard any information that doesn't fit into these categories.\\\"\\n\\n And rule 3: \\\"title: The main title of the work\\\"\\n\\n If this is a reference card (s. = siehe), there is no main title of a work being described, only a reference. But the third line contains text that looks like it could be a title or a cross-reference.\\n\\n Given the ambiguity, I should probably put the third line as the title, or leave it empty. But looking at the pattern \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\", this looks like it could be a title page transcription or a reference entry.\\n\\n Let me reconsider. In German library catalogs:\\n - \\\"s.\\\" stands for \\\"siehe\\\" (see)\\n - The format is usually: Author - Title\\n - So \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\" might mean: See Sonnenbichler (author) for the work \\\"Montaghemi, Nourhomadeh\\\"? Or see the entry under Sonnenbichler regarding Montaghemi?\\n\\n Actually, looking at the first line \\\"Montaghemi, Nourhomadeh\\\" and the third line ending with \\\"Montaghemi, Nourhomadeh\\\", it seems like the card is for Montaghemi, Nourhomadeh, and the reference is to Sonnenbichler.\\n\\n So:\\n - author: Montaghemi, Nourhomadeh\\n - title: (empty, or the reference text?)\\n - But the third line is \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\"\\n\\n If I treat the third line as the title, it would be: \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\"\\n\\n But that seems odd for a reference card.\\n\\n Alternative interpretation:\\n - This is not a reference card despite the \\\"s.\\\"? No, rule 1 is clear: \\\"s.\\\" on a separate line means Reference.\\n\\n Another interpretation:\\n - The card is for the author Montaghemi, Nourhomadeh\\n - It's a reference card (s.)\\n - The reference is to: Sonnenbichler - Montaghemi, Nourhomadeh\\n - But what is \\\"Sonnenbichler\\\"? It could be the author of a work about Montaghemi.\\n\\n Given the constraints, I'll extract:\\n - type: \\\"Reference\\\"\\n - author: last_name: \\\"Montaghemi\\\", first_name: \\\"Nourhomadeh\\\"\\n - publication: title: \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\", other fields empty\\n - library_reference: empty strings\\n\\n Wait, looking at the image once more. The text \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\" - is it possible that \\\"Sonnenbichler\\\" is the author and \\\"Montaghemi, Nourhomadeh\\\" is the title? Or vice versa?\\n\\n In the first line, \\\"Montaghemi, Nourhomadeh\\\" is formatted as Last, First.\\n In the third line, \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\" uses a dash.\\n\\n If this is a reference card, the \\\"s.\\\" means \\\"see\\\". So \\\"Montaghemi, Nourhomadeh s. Sonnenbichler - Montaghemi, Nourhomadeh\\\" means \\\"See Sonnenbichler - Montaghemi, Nourhomadeh\\\" for the entry on Montaghemi, Nourhomadeh.\\n\\n So the title field should probably be empty or contain the reference text. But the JSON structure expects a title under publication.\\n\\n I think the safest approach is:\\n - type: \\\"Reference\\\"\\n - author: {last_name: \\\"Montaghemi\\\", first_name: \\\"Nourhomadeh\\\"}\\n - publication: {title: \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\", year: \\\"\\\", place: \\\"\\\", pages: \\\"\\\", publisher: \\\"\\\", format: \\\"\\\"}\\n - library_reference: {shelfmark: \\\"\\\", subjects: \\\"\\\"}\\n\\n Or should the title be empty since it's a reference? The instructions say to extract the main title. If there is no main title (because it's just a reference), should I leave it empty? But the third line contains text that looks like it identifies the work.\\n\\n Actually, looking at similar catalog cards, when there's a \\\"s.\\\" (siehe), the card typically has:\\n - The authorized heading (first line)\\n - \\\"s.\\\"\\n - The reference target (third line)\\n\\n The reference target is not the title of a work, but a reference to another catalog entry. However, for the purpose of this extraction, I should probably put the reference target in the title field, or leave it empty.\\n\\n But looking at the format, \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\" looks like it could be parsed as:\\n - Author: Sonnenbichler\\n - Title: Montaghemi, Nourhomadeh\\n\\n Or it could be a single string.\\n\\n Given that the first line is \\\"Montaghemi, Nourhomadeh\\\" (clearly a person's name), and the third line ends with the same name, it's likely that \\\"Sonnenbichler\\\" is the author of a work, and the work is about or titled \\\"Montaghemi, Nourhomadeh\\\", or the work is by Sonnenbichler and the subject is Montaghemi.\\n\\n But without more context, I should treat the third line as the title/publication information available.\\n\\n Actually, looking at the pattern, this might be:\\n - Author: Montaghemi, Nourhomadeh\\n - Title: Sonnenbichler (as in, a work by Sonnenbichler?)\\n - No, that doesn't fit.\\n\\n Let me try: The card is for Montaghemi, Nourhomadeh. The \\\"s.\\\" means see. The reference is to \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\". This likely means \\\"See the entry under Sonnenbichler for Montaghemi, Nourhomadeh\\\" or \\\"See Sonnenbichler's work on Montaghemi, Nourhomadeh\\\".\\n\\n For the JSON, I'll put:\\n - type: \\\"Reference\\\"\\n - author: {last_name: \\\"Montaghemi\\\", first_name: \\\"Nourhomadeh\\\"}\\n - publication: {title: \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\", year: \\\"\\\", place: \\\"\\\", pages: \\\"\\\", publisher: \\\"\\\", format: \\\"\\\"}\\n - library_reference: {shelfmark: \\\"\\\", subjects: \\\"\\\"}\\n\\n This seems to be the most faithful extraction of the visible text into the required format.\\n\\n One more check: Is \\\"s.\\\" definitely indicating Reference? Yes, rule 1 says so.\\n\\n Is the author definitely Montaghemi, Nourhomadeh? Yes, that's the first line.\\n\\n Is the title definitely \\\"Sonnenbichler - Montaghemi, Nourhomadeh\\\"? It's the only other text on the card besides \\\"s.\\\".\\n\\n So I'll go with that.\",\"format\":\"unknown\",\"index\":0}]},\"native_finish_reason\":\"stop\"}],\"created\":1780660364,\"model\":\"stepfun/step-3.7-flash-20260528\",\"object\":\"chat.completion\",\"service_tier\":null,\"system_fingerprint\":null,\"usage\":{\"completion_tokens\":3240,\"prompt_tokens\":779,\"total_tokens\":4019,\"completion_tokens_details\":{\"accepted_prediction_tokens\":null,\"audio_tokens\":0,\"reasoning_tokens\":0,\"rejected_prediction_tokens\":null,\"image_tokens\":0},\"prompt_tokens_details\":{\"audio_tokens\":0,\"cached_tokens\":0,\"cache_write_tokens\":0,\"video_tokens\":0},\"cost\":0.0038818,\"is_byok\":false,\"cost_details\":{\"upstream_inference_cost\":0.0038818,\"upstream_inference_prompt_cost\":0.0001558,\"upstream_inference_completions_cost\":0.003726}},\"provider\":\"StepFun\"}"}, "scoring": {"f1_micro": 0.833570412517781, "f1_macro": 0.830532319391635, "micro_precision": 0.8184357541899442, "micro_recall": 0.8492753623188406, "total_instances": 263, "total_tp": 2051, "total_fp": 455, "total_fn": 364, "cost_summary": {"total_input_tokens": 221710, "total_output_tokens": 702896, "total_tokens": 924606, "input_cost_usd": 0.04434199999999995, "output_cost_usd": 0.8083304000000003, "total_cost_usd": 0.8526724000000001}}, "pricing": {"bucket_date": "2026-06-05", "age_days": 0, "input_price_per_million": 0.2, "output_price_per_million": 1.15}, "timing": {"total_response_s": 9235.5, "mean_response_s": 35.12, "slowest_response_s": 509.44, "inputs_timed": 263, "inputs_stored": 263, "span_s": 887.63}, "normalized_score": 83.0532319391635}