Triple
T1281811
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bernard Zakheim |
E27341
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Helen Zakheim
Helen Zakheim was the wife and partner of Polish-born American muralist Bernard Zakheim, associated with his life and artistic milieu in 20th-century California.
|
E167388
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Helen Zakheim | Statement: [Bernard Zakheim, spouse, Helen Zakheim]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Helen Zakheim Context triple: [Bernard Zakheim, spouse, Helen Zakheim]
-
A.
Caroline Bamberger Fuld
Caroline Bamberger Fuld was an American philanthropist whose major charitable work helped establish one of the world’s leading centers for theoretical research, the Institute for Advanced Study in Princeton.
-
B.
Barbara Volcker
Barbara Volcker was the wife of former Federal Reserve Chairman Paul A. Volcker and a partner in his public and professional life.
-
C.
Leonore Annenberg
Leonore Annenberg was an American philanthropist and arts patron who served as Chief of Protocol of the United States and played a prominent role in cultural and educational initiatives.
-
D.
Diana Vagelos
Diana Vagelos is a philanthropist and benefactor whose support, alongside that of her husband P. Roy Vagelos, has been instrumental in advancing medical education and research at Columbia University.
-
E.
Doris Neustadt
Doris Neustadt was a benefactor and namesake of the prestigious Neustadt International Prize for Literature, recognized for her support of literary arts.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Helen Zakheim Triple: [Bernard Zakheim, spouse, Helen Zakheim]
Generated description
Helen Zakheim was the wife and partner of Polish-born American muralist Bernard Zakheim, associated with his life and artistic milieu in 20th-century California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Helen Zakheim Target entity description: Helen Zakheim was the wife and partner of Polish-born American muralist Bernard Zakheim, associated with his life and artistic milieu in 20th-century California.
-
A.
Caroline Bamberger Fuld
Caroline Bamberger Fuld was an American philanthropist whose major charitable work helped establish one of the world’s leading centers for theoretical research, the Institute for Advanced Study in Princeton.
-
B.
Barbara Volcker
Barbara Volcker was the wife of former Federal Reserve Chairman Paul A. Volcker and a partner in his public and professional life.
-
C.
Leonore Annenberg
Leonore Annenberg was an American philanthropist and arts patron who served as Chief of Protocol of the United States and played a prominent role in cultural and educational initiatives.
-
D.
Diana Vagelos
Diana Vagelos is a philanthropist and benefactor whose support, alongside that of her husband P. Roy Vagelos, has been instrumental in advancing medical education and research at Columbia University.
-
E.
Doris Neustadt
Doris Neustadt was a benefactor and namesake of the prestigious Neustadt International Prize for Literature, recognized for her support of literary arts.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69a496d3710c8190955dee8bc0dacb50 |
completed | March 1, 2026, 7:43 p.m. |
| NER | Named-entity recognition | batch_69a4c0b317788190a1672b5ee422a049 |
completed | March 1, 2026, 10:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad0e6027448190b10c65bcafe9fedf |
completed | March 8, 2026, 5:51 a.m. |
| NEDg | Description generation | batch_69ad100fc7108190bf5211fb5817ca5f |
completed | March 8, 2026, 5:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad105a9bcc8190ba6d14df99ff2a7a |
completed | March 8, 2026, 5:59 a.m. |
Created at: March 1, 2026, 7:50 p.m.