Triple

T15824352
Position Surface form Disambiguated ID Type / Status
Subject Dennis Cooper (The Texas Chainsaw Massacre 2003) E383697 entity
Predicate associatedWithCharacter P1481 FINISHED
Object Pepper
Pepper is a supporting character in the 2003 horror film "The Texas Chainsaw Massacre," known for being one of the ill-fated young travelers who encounter Leatherface and his murderous family.
E1178110 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: Pepper | Statement: [Dennis Cooper (The Texas Chainsaw Massacre 2003), associatedWithCharacter, Pepper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pepper
Context triple: [Dennis Cooper (The Texas Chainsaw Massacre 2003), associatedWithCharacter, Pepper]
  • A. Pepper
    Pepper is a character romantically involved with Harry Bright in the story’s narrative.
  • B. Pepper
    Pepper is a common English surname borne by various notable individuals across fields such as medicine, politics, and the arts.
  • C. Pepper
    Pepper is a tough, streetwise orphan girl from the musical "Annie," known for her brash attitude and leadership among the other children in Miss Hannigan’s orphanage.
  • D. Pepperpot
    Pepperpot was the wartime nickname of the British Royal Navy light cruiser HMS Penelope, famed for her numerous shell holes and resilience in World War II.
  • E. Pepper Dem
    "Pepper Dem" is a track from the Nigerian music project *Epistles of Mama* by Stonebwoy, blending Afro-dancehall and contemporary African rhythms.
  • 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: Pepper
Triple: [Dennis Cooper (The Texas Chainsaw Massacre 2003), associatedWithCharacter, Pepper]
Generated description
Pepper is a supporting character in the 2003 horror film "The Texas Chainsaw Massacre," known for being one of the ill-fated young travelers who encounter Leatherface and his murderous family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pepper
Target entity description: Pepper is a supporting character in the 2003 horror film "The Texas Chainsaw Massacre," known for being one of the ill-fated young travelers who encounter Leatherface and his murderous family.
  • A. Pepper
    Pepper is a character romantically involved with Harry Bright in the story’s narrative.
  • B. Pepper
    Pepper is a common English surname borne by various notable individuals across fields such as medicine, politics, and the arts.
  • C. Pepper
    Pepper is a tough, streetwise orphan girl from the musical "Annie," known for her brash attitude and leadership among the other children in Miss Hannigan’s orphanage.
  • D. Pepperpot
    Pepperpot was the wartime nickname of the British Royal Navy light cruiser HMS Penelope, famed for her numerous shell holes and resilience in World War II.
  • E. Pepper Dem
    "Pepper Dem" is a track from the Nigerian music project *Epistles of Mama* by Stonebwoy, blending Afro-dancehall and contemporary African rhythms.
  • 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_69ff999bba548190a39adc2d0e11c605 completed May 9, 2026, 8:31 p.m.
NEDg Description generation batch_69ff9a56d43c8190819deb48d59e16cb completed May 9, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69ff9acbd2b481908b9d415e26d0db81 completed May 9, 2026, 8:36 p.m.
Created at: April 10, 2026, 4:49 a.m.