Triple
T9208197
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ashley Estes Kavanaugh |
E221041
|
entity |
| Predicate | birthName |
P65
|
FINISHED |
| Object |
Ashley Jean Estes
Ashley Jean Estes is an American public figure best known as the wife of U.S. Supreme Court Justice Brett Kavanaugh and for her work in Republican political circles, including serving as a personal secretary to President George W. Bush.
|
E786642
|
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: Ashley Jean Estes | Statement: [Ashley Estes Kavanaugh, birthName, Ashley Jean Estes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashley Jean Estes Context triple: [Ashley Estes Kavanaugh, birthName, Ashley Jean Estes]
-
A.
Ashley Hinson
Ashley Hinson is a Republican U.S. Representative from Iowa who previously served in the Iowa House of Representatives and worked as a television news reporter.
-
B.
Ashley Totten
Ashley Totten was a pioneering African American labor organizer and civil rights activist best known for helping to establish the first major Black labor union in the United States.
-
C.
Ashley Reed
Ashley Reed is a former standout gymnast for the University of Florida’s Florida Gators program, recognized as a notable alumna of the team.
-
D.
Ashley Hinshaw
Ashley Hinshaw is an American actress and model known for roles in films like "Chronicle" and the series "True Blood."
-
E.
Ashley Lawrence
Ashley Lawrence is a Canadian professional soccer player known for her versatility as a fullback and midfielder and as a key member of the Canadian women's national team.
- 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: Ashley Jean Estes Triple: [Ashley Estes Kavanaugh, birthName, Ashley Jean Estes]
Generated description
Ashley Jean Estes is an American public figure best known as the wife of U.S. Supreme Court Justice Brett Kavanaugh and for her work in Republican political circles, including serving as a personal secretary to President George W. Bush.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ashley Jean Estes Target entity description: Ashley Jean Estes is an American public figure best known as the wife of U.S. Supreme Court Justice Brett Kavanaugh and for her work in Republican political circles, including serving as a personal secretary to President George W. Bush.
-
A.
Ashley Hinson
Ashley Hinson is a Republican U.S. Representative from Iowa who previously served in the Iowa House of Representatives and worked as a television news reporter.
-
B.
Ashley Totten
Ashley Totten was a pioneering African American labor organizer and civil rights activist best known for helping to establish the first major Black labor union in the United States.
-
C.
Ashley Reed
Ashley Reed is a former standout gymnast for the University of Florida’s Florida Gators program, recognized as a notable alumna of the team.
-
D.
Ashley Hinshaw
Ashley Hinshaw is an American actress and model known for roles in films like "Chronicle" and the series "True Blood."
-
E.
Ashley Lawrence
Ashley Lawrence is a Canadian professional soccer player known for her versatility as a fullback and midfielder and as a key member of the Canadian women's national team.
- 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_69ca83e9d0e081908bdb71097201a06c |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccd9b217008190a0ab4971dd4a8899 |
completed | April 1, 2026, 8:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d077875eac8190a020dfa38998385e |
completed | April 4, 2026, 2:29 a.m. |
| NEDg | Description generation | batch_69d07ba6ca3881909aa43516a3ac0272 |
completed | April 4, 2026, 2:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d07c04ab98819092a2d515c7b1baaa |
completed | April 4, 2026, 2:48 a.m. |
Created at: March 30, 2026, 7:26 p.m.