Triple
T5430397
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Trump administration |
E121470
|
entity |
| Predicate | cabinetMember |
P7820
|
FINISHED |
| Object | Elaine Chao |
E424462
|
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: Elaine Chao | Statement: [Trump administration, cabinetMember, Elaine Chao]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Elaine Chao Context triple: [Trump administration, cabinetMember, Elaine Chao]
-
A.
Elaine Chao
chosen
Elaine Chao is an American politician and former U.S. Secretary of Labor and Secretary of Transportation, known for being the first Asian American woman appointed to a U.S. presidential cabinet.
-
B.
Elinor Quarles
Elinor Quarles is a central fictional character in Aldous Huxley’s novel "Point Counter Point," representing the emotional and moral complexities of modern relationships.
-
C.
Sylvia M. Burwell
Sylvia M. Burwell is an American public administrator and former U.S. Secretary of Health and Human Services who became the first woman to lead American University.
-
D.
Carol Browner
Carol Browner is an American environmental policy expert and former head of the U.S. Environmental Protection Agency who has held several senior roles in Democratic administrations.
-
E.
Donna E. Shalala
Donna E. Shalala is an American academic and public servant best known for serving as U.S. Secretary of Health and Human Services and as president of the University of Miami.
- 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_69bd463c65f0819082ee6483ab4b466a |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd883e5e10819091e159dfd245e94d |
completed | March 20, 2026, 5:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf3ac6285081909afa6e91a023f6d5 |
completed | March 22, 2026, 12:41 a.m. |
Created at: March 20, 2026, 2:06 p.m.