Triple
T16902126
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Elaine Chao |
E424462
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object |
Elaine Lan Chao
Elaine Lan 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.
|
E1239596
|
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: Elaine Lan Chao | Statement: [Elaine Chao, fullName, Elaine Lan Chao]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Elaine Lan Chao Context triple: [Elaine Chao, fullName, Elaine Lan Chao]
-
A.
Gigi Chao
Gigi Chao is a Hong Kong businesswoman and LGBTQ+ rights advocate known internationally after her billionaire father publicly offered a large dowry to any man who could persuade her to marry him despite her being openly lesbian.
-
B.
Fay Chang
Fay Chang is a computer scientist known for co-authoring the influential Google Bigtable paper on large-scale distributed storage systems.
-
C.
Fala Chen
Fala Chen is a Chinese-American actress known for her work in both Asian television dramas and Hollywood films, including roles in major franchises.
-
D.
Fay Chung
Fay Chung is a Zimbabwean educator and former government minister known for her influential role in shaping post-independence education policy in Zimbabwe.
-
E.
An-Mei Hsu
An-Mei Hsu is a central Chinese immigrant mother in Amy Tan’s novel "The Joy Luck Club," whose traumatic past in China and complex relationship with her daughter explore themes of sacrifice, cultural identity, and mother-daughter bonds.
- 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: Elaine Lan Chao Triple: [Elaine Chao, fullName, Elaine Lan Chao]
Generated description
Elaine Lan 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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Elaine Lan Chao Target entity description: Elaine Lan 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.
-
A.
Gigi Chao
Gigi Chao is a Hong Kong businesswoman and LGBTQ+ rights advocate known internationally after her billionaire father publicly offered a large dowry to any man who could persuade her to marry him despite her being openly lesbian.
-
B.
Fay Chang
Fay Chang is a computer scientist known for co-authoring the influential Google Bigtable paper on large-scale distributed storage systems.
-
C.
Fala Chen
Fala Chen is a Chinese-American actress known for her work in both Asian television dramas and Hollywood films, including roles in major franchises.
-
D.
Fay Chung
Fay Chung is a Zimbabwean educator and former government minister known for her influential role in shaping post-independence education policy in Zimbabwe.
-
E.
An-Mei Hsu
An-Mei Hsu is a central Chinese immigrant mother in Amy Tan’s novel "The Joy Luck Club," whose traumatic past in China and complex relationship with her daughter explore themes of sacrifice, cultural identity, and mother-daughter bonds.
- 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_69d889da3e8c8190a2b118f383f0beac |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e3c8dd2bf08190b1dc099e8a23cd04 |
completed | April 18, 2026, 6:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00c7b273608190b552d8dc22bc51ef |
completed | May 10, 2026, 6 p.m. |
| NEDg | Description generation | batch_6a00c88e83b88190919cfa0d10112e53 |
completed | May 10, 2026, 6:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00c90bfeb0819098b93a22d5886c6f |
completed | May 10, 2026, 6:06 p.m. |
Created at: April 10, 2026, 5:30 a.m.