Triple
T7178752
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Helen Zakheim |
E167388
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object | Bernard Zakheim |
E27341
|
NE FINISHED |
How this triple was built (2 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: Bernard Zakheim | Statement: [Helen Zakheim, spouse, Bernard Zakheim]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bernard Zakheim Context triple: [Helen Zakheim, spouse, Bernard Zakheim]
-
A.
Bernard Zakheim
chosen
Bernard Zakheim was a Polish-born American muralist best known for his New Deal–era frescoes in San Francisco, where he was a prominent figure in the city’s social realist art movement.
-
B.
Jacques Levy
Jacques Levy was an American songwriter, theater director, and psychologist best known for his lyrical collaborations with Bob Dylan in the 1970s.
-
C.
Bernard Weil
Bernard Weil was the father of French philosopher and mystic Simone Weil, belonging to the Weil family of intellectuals in early 20th-century France.
-
D.
Dov S. Zakheim
Dov S. Zakheim is an American economist, rabbi, and former U.S. Department of Defense official who served as Under Secretary of Defense (Comptroller) and is known for his work on defense policy and budgeting.
-
E.
Maurice A. Ferré
Maurice A. Ferré was a prominent Puerto Rican-born American politician best known for serving multiple terms as mayor of Miami and shaping the city’s modern development.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c6888a7c548190a3d39b52a393080f |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e8b9756481908f35bceefb77ddce |
completed | March 27, 2026, 8:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7b935eb088190acb0b8a6b75addbb |
completed | March 28, 2026, 11:19 a.m. |
Created at: March 27, 2026, 2:49 p.m.