Triple
T7532176
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frailty |
E178049
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Brent Hanley
Brent Hanley is an American screenwriter best known for writing the critically acclaimed film "Frailty" (2001).
|
E691687
|
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: Brent Hanley | Statement: [Frailty, screenwriter, Brent Hanley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brent Hanley Context triple: [Frailty, screenwriter, Brent Hanley]
-
A.
Brent Hughes
Brent Hughes is a Canadian ice hockey executive and former player who has served in leadership roles such as general manager for minor professional teams like the Brampton Beast.
-
B.
Jeff Henley
Jeff Henley is an American business executive best known for his long tenure as Oracle Corporation’s chief financial officer and later chairman of the board.
-
C.
Bryan Devendorf
Bryan Devendorf is an American drummer best known as a founding member and rhythmic backbone of the indie rock band The National.
-
D.
Matt Hulett
Matt Hulett is an American technology and business executive known for leading and scaling multiple software and digital media companies.
-
E.
Brian Bockrath
Brian Bockrath is a television producer best known for his executive production work on the post-apocalyptic horror drama series The Walking Dead: Dead City.
- 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: Brent Hanley Triple: [Frailty, screenwriter, Brent Hanley]
Generated description
Brent Hanley is an American screenwriter best known for writing the critically acclaimed film "Frailty" (2001).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brent Hanley Target entity description: Brent Hanley is an American screenwriter best known for writing the critically acclaimed film "Frailty" (2001).
-
A.
Brent Hughes
Brent Hughes is a Canadian ice hockey executive and former player who has served in leadership roles such as general manager for minor professional teams like the Brampton Beast.
-
B.
Jeff Henley
Jeff Henley is an American business executive best known for his long tenure as Oracle Corporation’s chief financial officer and later chairman of the board.
-
C.
Bryan Devendorf
Bryan Devendorf is an American drummer best known as a founding member and rhythmic backbone of the indie rock band The National.
-
D.
Matt Hulett
Matt Hulett is an American technology and business executive known for leading and scaling multiple software and digital media companies.
-
E.
Brian Bockrath
Brian Bockrath is a television producer best known for his executive production work on the post-apocalyptic horror drama series The Walking Dead: Dead City.
- 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_69c69f2acdbc8190b5a8320168c1d0ba |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f84753fc81908bee2013004ef5fb |
completed | March 27, 2026, 9:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c99ba1bbdc81909269ac0a97caa91d |
completed | March 29, 2026, 9:37 p.m. |
| NEDg | Description generation | batch_69c99f9d6d988190b69500ae0a1b6f6c |
completed | March 29, 2026, 9:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c9a057f37c8190837e56f60b1edb2e |
completed | March 29, 2026, 9:57 p.m. |
Created at: March 27, 2026, 3:47 p.m.