Triple

T4330457
Position Surface form Disambiguated ID Type / Status
Subject The Man from U.N.C.L.E. (2015 film) E96735 entity
Predicate screenwriter P2831 FINISHED
Object Jeff Kleeman
Jeff Kleeman is a film producer and screenwriter known for his work on major studio projects, including co-writing the 2015 adaptation of "The Man from U.N.C.L.E."
 E475728 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: Jeff Kleeman | Statement: [The Man from U.N.C.L.E. (2015 film), screenwriter, Jeff Kleeman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jeff Kleeman
Context triple: [The Man from U.N.C.L.E. (2015 film), screenwriter, Jeff Kleeman]
  • A. Chris Klein
    Chris Klein is a former American professional soccer player who later became a sports executive, notably serving as president of Major League Soccer’s LA Galaxy.
  • B. Jeff Danna
    Jeff Danna is a Canadian film composer known for his scores for movies such as The Boondock Saints and various animated and dramatic films.
  • C. Jay Gorney
    Jay Gorney was an American composer best known for writing socially conscious songs for Broadway and film, including the music for the classic Depression-era anthem "Brother, Can You Spare a Dime?"
  • D. John Reiser
    John Reiser is a software developer best known for creating the UPX (Ultimate Packer for Executables) compression tool.
  • E. Stephen Koepp
    Stephen Koepp is an American journalist and editor best known as a longtime senior editor at Time magazine and co-founder of the business news site "From Day One."
  • 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: Jeff Kleeman
Triple: [The Man from U.N.C.L.E. (2015 film), screenwriter, Jeff Kleeman]
Generated description
Jeff Kleeman is a film producer and screenwriter known for his work on major studio projects, including co-writing the 2015 adaptation of "The Man from U.N.C.L.E."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jeff Kleeman
Target entity description: Jeff Kleeman is a film producer and screenwriter known for his work on major studio projects, including co-writing the 2015 adaptation of "The Man from U.N.C.L.E."
  • A. Chris Klein
    Chris Klein is a former American professional soccer player who later became a sports executive, notably serving as president of Major League Soccer’s LA Galaxy.
  • B. Jeff Danna
    Jeff Danna is a Canadian film composer known for his scores for movies such as The Boondock Saints and various animated and dramatic films.
  • C. Jay Gorney
    Jay Gorney was an American composer best known for writing socially conscious songs for Broadway and film, including the music for the classic Depression-era anthem "Brother, Can You Spare a Dime?"
  • D. John Reiser
    John Reiser is a software developer best known for creating the UPX (Ultimate Packer for Executables) compression tool.
  • E. Stephen Koepp
    Stephen Koepp is an American journalist and editor best known as a longtime senior editor at Time magazine and co-founder of the business news site "From Day One."
  • 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_69b34542fd908190b11b08faad8decfd completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3514c39748190900e13e70ed8848c completed March 12, 2026, 11:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69be67ac56548190a2d52b055cb48e8e completed March 21, 2026, 9:41 a.m.
NEDg Description generation batch_69be682cfe548190b657e0f1694a1142 completed March 21, 2026, 9:43 a.m.
NED2 Entity disambiguation (via description) batch_69be68a634c08190aadfc362199a8d7e completed March 21, 2026, 9:45 a.m.
Created at: March 12, 2026, 11:13 p.m.