Triple
T23209823
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Skin Deep |
E580558
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Zach Hutton
Zach Hutton is the womanizing, commitment-phobic writer whose misadventures and attempts at personal growth drive the romantic comedy film "Skin Deep."
|
E1575173
|
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: Zach Hutton | Statement: [Skin Deep, mainCharacter, Zach Hutton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zach Hutton Context triple: [Skin Deep, mainCharacter, Zach Hutton]
-
A.
Zach Dean
Zach Dean is an American screenwriter best known for writing the sci-fi action film "The Tomorrow War."
-
B.
Zach Riley
Zach Riley is the troubled psychiatrist protagonist of the fantasy drama film "Neverwas," who returns to his hometown and becomes entangled in the mysterious world of his late father's fairy-tale writings.
-
C.
Holden McNeil
Holden McNeil is a comic book artist and the introspective, romantically conflicted protagonist of Kevin Smith’s film "Chasing Amy."
-
D.
Zach Nunn
Zach Nunn is a Republican U.S. Representative from Iowa who serves as part of the state’s congressional delegation.
-
E.
Tanner Howard
Tanner Howard is a reckless ex-con and devoted brother who masterminds a series of bank robberies in the neo-Western crime film "Hell or High Water."
- 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: Zach Hutton Triple: [Skin Deep, mainCharacter, Zach Hutton]
Generated description
Zach Hutton is the womanizing, commitment-phobic writer whose misadventures and attempts at personal growth drive the romantic comedy film "Skin Deep."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zach Hutton Target entity description: Zach Hutton is the womanizing, commitment-phobic writer whose misadventures and attempts at personal growth drive the romantic comedy film "Skin Deep."
-
A.
Zach Dean
Zach Dean is an American screenwriter best known for writing the sci-fi action film "The Tomorrow War."
-
B.
Zach Riley
Zach Riley is the troubled psychiatrist protagonist of the fantasy drama film "Neverwas," who returns to his hometown and becomes entangled in the mysterious world of his late father's fairy-tale writings.
-
C.
Holden McNeil
Holden McNeil is a comic book artist and the introspective, romantically conflicted protagonist of Kevin Smith’s film "Chasing Amy."
-
D.
Zach Nunn
Zach Nunn is a Republican U.S. Representative from Iowa who serves as part of the state’s congressional delegation.
-
E.
Tanner Howard
Tanner Howard is a reckless ex-con and devoted brother who masterminds a series of bank robberies in the neo-Western crime film "Hell or High Water."
- 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_69e24602ae1481908aaa6bc7ca493867 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f191609c64819096ace0d286d36f76 |
completed | April 29, 2026, 5:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c30c6a3688190a6569c98399d334f |
completed | May 19, 2026, 9:43 a.m. |
| NEDg | Description generation | batch_6a0c3301e2d08190929ff173d720ebee |
completed | May 19, 2026, 9:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c3793c0d481908afb12f0cbf56f9b |
completed | May 19, 2026, 10:12 a.m. |
Created at: April 17, 2026, 4:07 p.m.