Triple

T15308885
Position Surface form Disambiguated ID Type / Status
Subject Tremors E365975 entity
Predicate writer P1360 FINISHED
Object Shorty Yardley
Shorty Yardley is a screenwriter best known for his work on the cult-classic monster film franchise "Tremors."
E1149615 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: Shorty Yardley | Statement: [Tremors, writer, Shorty Yardley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shorty Yardley
Context triple: [Tremors, writer, Shorty Yardley]
  • A. Charley Butts
    Charley Butts is a fictional inmate character in the film "Escape from Alcatraz," depicted as an associate of Frank Morris in the prison escape plot.
  • B. Charley Anderson
    Charley Anderson is a central fictional figure in John Dos Passos’s U.S.A. trilogy, representing the restless, ambitious American everyman shaped by early 20th-century industrialization and war.
  • C. Petey Boles
    Petey Boles is a central character in Harold Pinter’s play "The Birthday Party," known as the seemingly ordinary boardinghouse owner whose passive demeanor contrasts with the play’s growing menace and ambiguity.
  • D. Jess Winfield
    Jess Winfield is an American writer and producer known for his work on animated television and film projects, including contributions to the Lilo & Stitch franchise.
  • E. Johnny Worricker
    Johnny Worricker is a seasoned, quietly principled MI5 intelligence officer whose moral dilemmas drive the British political thriller film "Page Eight."
  • 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: Shorty Yardley
Triple: [Tremors, writer, Shorty Yardley]
Generated description
Shorty Yardley is a screenwriter best known for his work on the cult-classic monster film franchise "Tremors."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shorty Yardley
Target entity description: Shorty Yardley is a screenwriter best known for his work on the cult-classic monster film franchise "Tremors."
  • A. Charley Butts
    Charley Butts is a fictional inmate character in the film "Escape from Alcatraz," depicted as an associate of Frank Morris in the prison escape plot.
  • B. Charley Anderson
    Charley Anderson is a central fictional figure in John Dos Passos’s U.S.A. trilogy, representing the restless, ambitious American everyman shaped by early 20th-century industrialization and war.
  • C. Petey Boles
    Petey Boles is a central character in Harold Pinter’s play "The Birthday Party," known as the seemingly ordinary boardinghouse owner whose passive demeanor contrasts with the play’s growing menace and ambiguity.
  • D. Jess Winfield
    Jess Winfield is an American writer and producer known for his work on animated television and film projects, including contributions to the Lilo & Stitch franchise.
  • E. Johnny Worricker
    Johnny Worricker is a seasoned, quietly principled MI5 intelligence officer whose moral dilemmas drive the British political thriller film "Page Eight."
  • 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_69d85a113ee881908e297a1d38dd79fa completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03cd176708190b0f6ba17aed92f8e completed April 16, 2026, 1:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69fef89feda88190b18f6a03d6e968aa completed May 9, 2026, 9:04 a.m.
NEDg Description generation batch_69fefa13e8508190930a22439b7f154a completed May 9, 2026, 9:10 a.m.
NED2 Entity disambiguation (via description) batch_69fefa80be14819089e87e7bdb3af7ec completed May 9, 2026, 9:12 a.m.
Created at: April 10, 2026, 3:16 a.m.