Triple
T4251244
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mitch McConnell |
E95856
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Elaine Chao
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.
|
E424462
|
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 Chao | Statement: [Mitch McConnell, spouse, Elaine Chao]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Elaine Chao Context triple: [Mitch McConnell, spouse, Elaine Chao]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Elizabeth Miervaldis Lemon
Elizabeth Miervaldis "Liz" Lemon is the fictional, neurotic head writer of the sketch comedy show within the television series "30 Rock," portrayed by Tina Fey.
-
E.
Gail C. Murphy
Gail C. Murphy is a prominent Canadian computer scientist known for her influential research in software engineering, particularly in improving developer productivity and software evolution.
- 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 Chao Triple: [Mitch McConnell, spouse, Elaine Chao]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Elaine Chao Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Elizabeth Miervaldis Lemon
Elizabeth Miervaldis "Liz" Lemon is the fictional, neurotic head writer of the sketch comedy show within the television series "30 Rock," portrayed by Tina Fey.
-
E.
Gail C. Murphy
Gail C. Murphy is a prominent Canadian computer scientist known for her influential research in software engineering, particularly in improving developer productivity and software evolution.
- 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_69b3453f759881909b91f01a1e82c036 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34ea059108190aa00f0f20673e0ac |
completed | March 12, 2026, 11:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5a88225288190bb627de15da77c42 |
completed | March 14, 2026, 6:27 p.m. |
| NEDg | Description generation | batch_69b5a959f3f08190af8b7b87afe15a54 |
completed | March 14, 2026, 6:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5ad13d2988190bc43050ac73919fa |
completed | March 14, 2026, 6:46 p.m. |
Created at: March 12, 2026, 11:06 p.m.