Triple
T9752018
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | R. Lee Ermey |
E236462
|
entity |
| Predicate | role |
P268
|
FINISHED |
| Object |
Sheriff Hoyt in The Texas Chainsaw Massacre: The Beginning
Sheriff Hoyt in *The Texas Chainsaw Massacre: The Beginning* is the sadistic, corrupt lawman who becomes a central figure in the Hewitt family's murderous reign, embodying the film’s brutal and oppressive tone.
|
E818119
|
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: Sheriff Hoyt in The Texas Chainsaw Massacre: The Beginning | Statement: [R. Lee Ermey, role, Sheriff Hoyt in The Texas Chainsaw Massacre: The Beginning]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sheriff Hoyt in The Texas Chainsaw Massacre: The Beginning Context triple: [R. Lee Ermey, role, Sheriff Hoyt in The Texas Chainsaw Massacre: The Beginning]
-
A.
Sheriff Tod Shaw
Sheriff Tod Shaw is the small-town lawman protagonist of the 1954 Western film "Suddenly," who becomes embroiled in a tense plot to assassinate the President.
-
B.
Sheriff Hartman
Sheriff Hartman is a supporting law-enforcement character in the 2016 Broadway revival of the classic newsroom comedy "The Front Page."
-
C.
Sheriff Sam Galt
Sheriff Sam Galt is the principled frontier lawman protagonist of the Western film "The Iron Sheriff."
-
D.
Sheriff Will Teasle
Sheriff Will Teasle is the small-town lawman and primary antagonist in "First Blood," whose escalating conflict with John Rambo drives the film’s central drama.
-
E.
Deputy Marshal Bobby Biggs
Deputy Marshal Bobby Biggs is a member of Deputy U.S. Marshal Samuel Gerard’s fugitive apprehension team in the film "The Fugitive" and its sequel "U.S. Marshals."
- 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: Sheriff Hoyt in The Texas Chainsaw Massacre: The Beginning Triple: [R. Lee Ermey, role, Sheriff Hoyt in The Texas Chainsaw Massacre: The Beginning]
Generated description
Sheriff Hoyt in *The Texas Chainsaw Massacre: The Beginning* is the sadistic, corrupt lawman who becomes a central figure in the Hewitt family's murderous reign, embodying the film’s brutal and oppressive tone.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sheriff Hoyt in The Texas Chainsaw Massacre: The Beginning Target entity description: Sheriff Hoyt in *The Texas Chainsaw Massacre: The Beginning* is the sadistic, corrupt lawman who becomes a central figure in the Hewitt family's murderous reign, embodying the film’s brutal and oppressive tone.
-
A.
Sheriff Tod Shaw
Sheriff Tod Shaw is the small-town lawman protagonist of the 1954 Western film "Suddenly," who becomes embroiled in a tense plot to assassinate the President.
-
B.
Sheriff Hartman
Sheriff Hartman is a supporting law-enforcement character in the 2016 Broadway revival of the classic newsroom comedy "The Front Page."
-
C.
Sheriff Sam Galt
Sheriff Sam Galt is the principled frontier lawman protagonist of the Western film "The Iron Sheriff."
-
D.
Sheriff Will Teasle
Sheriff Will Teasle is the small-town lawman and primary antagonist in "First Blood," whose escalating conflict with John Rambo drives the film’s central drama.
-
E.
Deputy Marshal Bobby Biggs
Deputy Marshal Bobby Biggs is a member of Deputy U.S. Marshal Samuel Gerard’s fugitive apprehension team in the film "The Fugitive" and its sequel "U.S. Marshals."
- 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_69ca84d4eddc8190996fec1417d2bae8 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9facd5b881909f0569b23f308815 |
completed | April 1, 2026, 10:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1b020829481908456e7977c5f9adb |
completed | April 5, 2026, 12:43 a.m. |
| NEDg | Description generation | batch_69d1b0dde93881908fcec28de9cfa99d |
completed | April 5, 2026, 12:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1b1bbe6108190af17b75f79c0f465 |
completed | April 5, 2026, 12:50 a.m. |
Created at: March 30, 2026, 8:24 p.m.