Triple
T6514264
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Topher Grace |
E148213
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Ashley Hinshaw
Ashley Hinshaw is an American actress and model known for roles in films like "Chronicle" and the series "True Blood."
|
E640310
|
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 Hinshaw | Statement: [Topher Grace, spouse, Ashley Hinshaw]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashley Hinshaw Context triple: [Topher Grace, spouse, Ashley Hinshaw]
-
A.
Ashley Hurdle
Ashley Hurdle is known as the daughter of former Major League Baseball manager and player Clint Hurdle.
-
B.
Ashley Hatch
Ashley Hatch is an American professional soccer forward known for her prolific goal-scoring in the National Women's Soccer League and appearances with the U.S. women's national team.
-
C.
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.
-
D.
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.
-
E.
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.
- 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 Hinshaw Triple: [Topher Grace, spouse, Ashley Hinshaw]
Generated description
Ashley Hinshaw is an American actress and model known for roles in films like "Chronicle" and the series "True Blood."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ashley Hinshaw Target entity description: Ashley Hinshaw is an American actress and model known for roles in films like "Chronicle" and the series "True Blood."
-
A.
Ashley Hurdle
Ashley Hurdle is known as the daughter of former Major League Baseball manager and player Clint Hurdle.
-
B.
Ashley Hatch
Ashley Hatch is an American professional soccer forward known for her prolific goal-scoring in the National Women's Soccer League and appearances with the U.S. women's national team.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69c687e68e748190baceb9298f32d3ed |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6ac0bea808190aebc2905fb53eeba |
completed | March 27, 2026, 4:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7941f24b881908aeb02b2cae78e12 |
completed | March 28, 2026, 8:41 a.m. |
| NEDg | Description generation | batch_69c795143ad481909d0395ca41502e42 |
completed | March 28, 2026, 8:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c795fce734819086e20a916aa67f54 |
completed | March 28, 2026, 8:49 a.m. |
Created at: March 27, 2026, 1:44 p.m.