Triple
T12832911
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ben Roethlisberger |
E306831
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Ashley Harlan
Ashley Harlan is an American physician assistant best known as the wife of former NFL quarterback Ben Roethlisberger.
|
E1010385
|
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 Harlan | Statement: [Ben Roethlisberger, spouse, Ashley Harlan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashley Harlan Context triple: [Ben Roethlisberger, spouse, Ashley Harlan]
-
A.
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.
-
B.
Ashley Seaver
Ashley Seaver is a rookie FBI agent and profiler who briefly joins the Behavioral Analysis Unit in the television series "Criminal Minds."
-
C.
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.
-
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 Scott
Ashley Scott is an American actress and former model best known for her roles in films like "Into the Blue" and TV series such as "Birds of Prey" and "Jericho."
- 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 Harlan Triple: [Ben Roethlisberger, spouse, Ashley Harlan]
Generated description
Ashley Harlan is an American physician assistant best known as the wife of former NFL quarterback Ben Roethlisberger.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ashley Harlan Target entity description: Ashley Harlan is an American physician assistant best known as the wife of former NFL quarterback Ben Roethlisberger.
-
A.
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.
-
B.
Ashley Seaver
Ashley Seaver is a rookie FBI agent and profiler who briefly joins the Behavioral Analysis Unit in the television series "Criminal Minds."
-
C.
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.
-
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 Scott
Ashley Scott is an American actress and former model best known for her roles in films like "Into the Blue" and TV series such as "Birds of Prey" and "Jericho."
- 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_69d7bdf52b94819096d6f0ba4ab50a98 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96fb0bb208190bdc4d3dc7909be06 |
completed | April 10, 2026, 9:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6af4f56108190b75dbf9bb144e94a |
completed | May 3, 2026, 2:13 a.m. |
| NEDg | Description generation | batch_69f6b02e3b9881909387c1f70176a1bd |
completed | May 3, 2026, 2:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6b11ced30819090f67a0b1e1369aa |
completed | May 3, 2026, 2:21 a.m. |
Created at: April 9, 2026, 5:34 p.m.