Triple

T21449241
Position Surface form Disambiguated ID Type / Status
Subject Heather Miller E529163 entity
Predicate enemyOf P437 FINISHED
Object Burt Hartman
Burt Hartman is a fictional character known primarily as an antagonist in the Texas Chainsaw Massacre film continuity, particularly in relation to Heather Miller.
 E1496214 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: Burt Hartman | Statement: [Heather Miller, enemyOf, Burt Hartman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Burt Hartman
Context triple: [Heather Miller, enemyOf, Burt Hartman]
  • A. Burt Blumert
    Burt Blumert was an American businessman and libertarian activist known for his close association with economist Murray Rothbard and his role in promoting Austrian economics and libertarian ideas.
  • B. Burt Goodman
    Burt Goodman is a character known primarily as the romantic interest of Irving Bailiff in their shared narrative universe.
  • C. Herman Raucher
    Herman Raucher is an American author and screenwriter best known for writing the nostalgic coming-of-age film and novel "Summer of '42."
  • D. Burt Kennedy
    Burt Kennedy was an American screenwriter and director best known for his work on comedic and traditional Western films in the mid-20th century.
  • E. Tom Burman
    Tom Burman is a college sports administrator best known as the longtime athletic director at the University of Wyoming.
  • 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: Burt Hartman
Triple: [Heather Miller, enemyOf, Burt Hartman]
Generated description
Burt Hartman is a fictional character known primarily as an antagonist in the Texas Chainsaw Massacre film continuity, particularly in relation to Heather Miller.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Burt Hartman
Target entity description: Burt Hartman is a fictional character known primarily as an antagonist in the Texas Chainsaw Massacre film continuity, particularly in relation to Heather Miller.
  • A. Burt Blumert
    Burt Blumert was an American businessman and libertarian activist known for his close association with economist Murray Rothbard and his role in promoting Austrian economics and libertarian ideas.
  • B. Burt Goodman
    Burt Goodman is a character known primarily as the romantic interest of Irving Bailiff in their shared narrative universe.
  • C. Herman Raucher
    Herman Raucher is an American author and screenwriter best known for writing the nostalgic coming-of-age film and novel "Summer of '42."
  • D. Burt Kennedy
    Burt Kennedy was an American screenwriter and director best known for his work on comedic and traditional Western films in the mid-20th century.
  • E. Tom Burman
    Tom Burman is a college sports administrator best known as the longtime athletic director at the University of Wyoming.
  • 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_69e0c457579481909db68053ed99750c completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e9e9d11ca48190aafe25c97dfa5578 completed April 23, 2026, 9:43 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a1e0201a48190a664367d18bd849f completed May 17, 2026, 7:58 p.m.
NEDg Description generation batch_6a0a1e9956908190a13a4e8eb782e66b completed May 17, 2026, 8:01 p.m.
NED2 Entity disambiguation (via description) batch_6a0a1f2bbcc48190baa7379884f62019 completed May 17, 2026, 8:03 p.m.
Created at: April 16, 2026, 6:06 p.m.