Triple
T15824012
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hostage |
E383686
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Jeff Talley
Jeff Talley is a fictional former LAPD hostage negotiator whose troubled past and moral dilemmas drive the suspenseful crime thriller narrative in which he appears.
|
E1222126
|
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: Jeff Talley | Statement: [Hostage, mainCharacter, Jeff Talley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jeff Talley Context triple: [Hostage, mainCharacter, Jeff Talley]
-
A.
Greg Latta
Greg Latta was an American professional football tight end who played in the World Football League and the NFL, most notably for the Chicago Bears.
-
B.
Mike Tidwell
Mike Tidwell is an American environmental activist, author, and founder of the Chesapeake Climate Action Network, known for his advocacy on climate change and clean energy.
-
C.
Stephan Talty
Stephan Talty is an American author and journalist known for his narrative nonfiction and co-authoring the book that inspired the film "Captain Phillips."
-
D.
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.
-
E.
Kevin Hageman
Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie franchise.
- 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: Jeff Talley Triple: [Hostage, mainCharacter, Jeff Talley]
Generated description
Jeff Talley is a fictional former LAPD hostage negotiator whose troubled past and moral dilemmas drive the suspenseful crime thriller narrative in which he appears.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jeff Talley Target entity description: Jeff Talley is a fictional former LAPD hostage negotiator whose troubled past and moral dilemmas drive the suspenseful crime thriller narrative in which he appears.
-
A.
Greg Latta
Greg Latta was an American professional football tight end who played in the World Football League and the NFL, most notably for the Chicago Bears.
-
B.
Mike Tidwell
Mike Tidwell is an American environmental activist, author, and founder of the Chesapeake Climate Action Network, known for his advocacy on climate change and clean energy.
-
C.
Stephan Talty
Stephan Talty is an American author and journalist known for his narrative nonfiction and co-authoring the book that inspired the film "Captain Phillips."
-
D.
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.
-
E.
Kevin Hageman
Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie franchise.
- 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_69d86da34c888190976e06c4019d415a |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e11e5f46748190acb46cc482501307 |
completed | April 16, 2026, 5:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00758380d08190bfe73d3e052c1f0a |
completed | May 10, 2026, 12:09 p.m. |
| NEDg | Description generation | batch_6a0075fbae188190997691533b43ff69 |
completed | May 10, 2026, 12:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0076d825ac81909647fb82b4a6914e |
completed | May 10, 2026, 12:15 p.m. |
Created at: April 10, 2026, 4:49 a.m.