Triple

T9790257
Position Surface form Disambiguated ID Type / Status
Subject Lockout E237587 entity
Predicate director P255 FINISHED
Object James Mather
James Mather is a film director best known for co-directing the 2012 science fiction action movie "Lockout."
E854683 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: James Mather | Statement: [Lockout, director, James Mather]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Mather
Context triple: [Lockout, director, James Mather]
  • A. James Warren Sever
    James Warren Sever was a Harvard University alumnus and benefactor after whom the historic Sever Hall in Harvard Yard is named.
  • B. John Davenport
    John Davenport was a prominent 17th-century English Puritan clergyman and co-founder of the New Haven Colony in New England.
  • C. Victor Peirce
    Victor Peirce was an Australian career criminal and prominent member of Melbourne’s notorious Pettingill crime family, long linked to drug trafficking, armed robbery, and gangland violence.
  • D. Lowell Mather
    Lowell Mather is a lovable, dim-witted but mechanically gifted airport handyman and comic relief character from the television sitcom "Wings."
  • E. Frederic McLaughlin
    Frederic McLaughlin was an American businessman and sports executive best known for establishing and owning the NHL’s Chicago Blackhawks in the early 20th century.
  • 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: James Mather
Triple: [Lockout, director, James Mather]
Generated description
James Mather is a film director best known for co-directing the 2012 science fiction action movie "Lockout."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Mather
Target entity description: James Mather is a film director best known for co-directing the 2012 science fiction action movie "Lockout."
  • A. James Warren Sever
    James Warren Sever was a Harvard University alumnus and benefactor after whom the historic Sever Hall in Harvard Yard is named.
  • B. John Davenport
    John Davenport was a prominent 17th-century English Puritan clergyman and co-founder of the New Haven Colony in New England.
  • C. Victor Peirce
    Victor Peirce was an Australian career criminal and prominent member of Melbourne’s notorious Pettingill crime family, long linked to drug trafficking, armed robbery, and gangland violence.
  • D. Lowell Mather
    Lowell Mather is a lovable, dim-witted but mechanically gifted airport handyman and comic relief character from the television sitcom "Wings."
  • E. Frederic McLaughlin
    Frederic McLaughlin was an American businessman and sports executive best known for establishing and owning the NHL’s Chicago Blackhawks in the early 20th century.
  • 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_69ca84dc04488190b9c91193976c0960 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda215b3108190a897552e1dc91cc4 completed April 1, 2026, 10:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69d71c3fa4b88190be4ce7b64335a99f completed April 9, 2026, 3:25 a.m.
NEDg Description generation batch_69d71f76e3cc8190b21a5fe8825caa2b completed April 9, 2026, 3:39 a.m.
NED2 Entity disambiguation (via description) batch_69d7319938ec8190a4a1a5f09832e3e3 completed April 9, 2026, 4:56 a.m.
Created at: March 30, 2026, 8:28 p.m.