Triple
T7343805
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Trump presidential transition |
E169323
|
entity |
| Predicate | announcedCabinetNominee |
P76695
|
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 presidential transition, announcedCabinetNominee, Elaine Chao]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Elaine Chao Context triple: [Trump presidential transition, announcedCabinetNominee, 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.
Margaret Heckler
Margaret Heckler was an American politician and diplomat who served as a U.S. Representative from Massachusetts, Secretary of Health and Human Services, and later as U.S. Ambassador to Ireland.
- 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_69c68a57710481909f0c1f3c6ebdb6f2 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f4eb5c808190ba08956bcf297ea8 |
completed | March 27, 2026, 9:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7fa8a2a908190886e11a7d8df6c5e |
completed | March 28, 2026, 3:58 p.m. |
Created at: March 27, 2026, 3:04 p.m.