Triple

T15311586
Position Surface form Disambiguated ID Type / Status
Subject The Foreigner (2017 film) E366050 entity
Predicate basedOnAuthor P2806 FINISHED
Object Stephen Leather
Stephen Leather is a British thriller novelist known for his fast-paced crime and espionage books, several of which have been adapted for film and television.
E1150715 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: Stephen Leather | Statement: [The Foreigner (2017 film), basedOnAuthor, Stephen Leather]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephen Leather
Context triple: [The Foreigner (2017 film), basedOnAuthor, Stephen Leather]
  • A. Michael Higgs
    Michael Higgs is a British actor known for his television roles, including appearances in series such as "The Bill" and "Bad Girls."
  • B. John Harwood
    John Harwood is an American journalist best known for his political reporting and analysis for major news outlets such as The Wall Street Journal, CNBC, and CNN.
  • C. Stephen Lord
    Stephen Lord is a British actor known for his roles in television dramas such as "EastEnders" and "Shameless."
  • D. Michael Sayers
    Michael Sayers was a screenwriter known for contributing to the script of the 1967 satirical James Bond film "Casino Royale."
  • E. Stephen Lambert
    Stephen Lambert is a British television producer and executive known for creating popular reality and factual entertainment formats such as "Gogglebox."
  • 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: Stephen Leather
Triple: [The Foreigner (2017 film), basedOnAuthor, Stephen Leather]
Generated description
Stephen Leather is a British thriller novelist known for his fast-paced crime and espionage books, several of which have been adapted for film and television.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stephen Leather
Target entity description: Stephen Leather is a British thriller novelist known for his fast-paced crime and espionage books, several of which have been adapted for film and television.
  • A. Michael Higgs
    Michael Higgs is a British actor known for his television roles, including appearances in series such as "The Bill" and "Bad Girls."
  • B. John Harwood
    John Harwood is an American journalist best known for his political reporting and analysis for major news outlets such as The Wall Street Journal, CNBC, and CNN.
  • C. Stephen Lord
    Stephen Lord is a British actor known for his roles in television dramas such as "EastEnders" and "Shameless."
  • D. Michael Sayers
    Michael Sayers was a screenwriter known for contributing to the script of the 1967 satirical James Bond film "Casino Royale."
  • E. Stephen Lambert
    Stephen Lambert is a British television producer and executive known for creating popular reality and factual entertainment formats such as "Gogglebox."
  • 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_69e03cd2d5a88190aead748920f93d47 completed April 16, 2026, 1:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69fef8a20c1881909b387aed6f532c3d completed May 9, 2026, 9:04 a.m.
NEDg Description generation batch_69fefa339f988190b470e052c853e4f8 completed May 9, 2026, 9:11 a.m.
NED2 Entity disambiguation (via description) batch_69fefac48df08190ad58e9d455546a57 completed May 9, 2026, 9:13 a.m.
Created at: April 10, 2026, 3:16 a.m.