Triple

T14630938
Position Surface form Disambiguated ID Type / Status
Subject The Goods: Live Hard, Sell Hard E343475 entity
Predicate writer P1360 FINISHED
Object Andy Stock
Andy Stock is a screenwriter best known for co-writing the comedy film "The Goods: Live Hard, Sell Hard."
E1109566 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: Andy Stock | Statement: [The Goods: Live Hard, Sell Hard, writer, Andy Stock]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andy Stock
Context triple: [The Goods: Live Hard, Sell Hard, writer, Andy Stock]
  • A. Andy Gould
    Andy Gould is a film producer best known for his work on horror movies, including collaborations with director Rob Zombie.
  • B. Mark Stott
    Mark Stott is a British businessman and property developer best known as the owner and chairman of Stockport County Football Club.
  • C. Mike Andrews
    Mike Andrews is a former Major League Baseball second baseman best known for his time with the Boston Red Sox during their famed "Impossible Dream" 1967 season.
  • D. Malcolm Stocks
    Malcolm Stocks is a musician best known for his early involvement with the British progressive rock band Porcupine Tree.
  • E. Andy Lanning
    Andy Lanning is a British comic book writer and inker best known for his influential work at Marvel, particularly co-writing the modern cosmic saga that revitalized the Guardians of the Galaxy.
  • 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: Andy Stock
Triple: [The Goods: Live Hard, Sell Hard, writer, Andy Stock]
Generated description
Andy Stock is a screenwriter best known for co-writing the comedy film "The Goods: Live Hard, Sell Hard."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andy Stock
Target entity description: Andy Stock is a screenwriter best known for co-writing the comedy film "The Goods: Live Hard, Sell Hard."
  • A. Andy Gould
    Andy Gould is a film producer best known for his work on horror movies, including collaborations with director Rob Zombie.
  • B. Mark Stott
    Mark Stott is a British businessman and property developer best known as the owner and chairman of Stockport County Football Club.
  • C. Mike Andrews
    Mike Andrews is a former Major League Baseball second baseman best known for his time with the Boston Red Sox during their famed "Impossible Dream" 1967 season.
  • D. Malcolm Stocks
    Malcolm Stocks is a musician best known for his early involvement with the British progressive rock band Porcupine Tree.
  • E. Andy Lanning
    Andy Lanning is a British comic book writer and inker best known for his influential work at Marvel, particularly co-writing the modern cosmic saga that revitalized the Guardians of the Galaxy.
  • 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_69d822dffc3c8190aa173b90761bffda completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4a912248190a3df7f821395c776 completed April 14, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69fda92ded848190b031d3ff29e54a00 completed May 8, 2026, 9:13 a.m.
NEDg Description generation batch_69fdb0859cfc8190b0061c2e7c629260 completed May 8, 2026, 9:44 a.m.
NED2 Entity disambiguation (via description) batch_69fdb14346508190afc3067469412efb completed May 8, 2026, 9:47 a.m.
Created at: April 10, 2026, 1:26 a.m.