Triple

T1782035
Position Surface form Disambiguated ID Type / Status
Subject Thor: Ragnarok E39309 entity
Predicate screenwriter P2831 FINISHED
Object Craig Kyle
Craig Kyle is an American writer and producer best known for his work on Marvel projects, including co-creating the X-23 character and co-writing the film Thor: Ragnarok.
E199982 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: Craig Kyle | Statement: [Thor: Ragnarok, screenwriter, Craig Kyle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Craig Kyle
Context triple: [Thor: Ragnarok, screenwriter, Craig Kyle]
  • A. Thomas Hamilton
    Thomas Hamilton is a common Scottish personal name shared by numerous notable individuals across fields such as politics, sports, academia, and the arts.
  • B. John David Crow
    John David Crow was an American football halfback and coach best known for his standout collegiate career at Texas A&M and subsequent success in the NFL.
  • C. Robert Lee Huff
    Robert Lee Huff, better known as Sam Huff, was a Hall of Fame American football linebacker who starred for the New York Giants and Washington Redskins in the 1950s and 1960s.
  • D. John Rambo
    John Rambo is a fictional Vietnam War veteran and highly skilled but troubled combat specialist who became iconic as the central character of the "Rambo" action film series.
  • E. Matthew Kirk
    Matthew Kirk is a notable individual who shares the surname Kirk, recognized for achievements significant enough to be distinguished among others with the same name.
  • 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: Craig Kyle
Triple: [Thor: Ragnarok, screenwriter, Craig Kyle]
Generated description
Craig Kyle is an American writer and producer best known for his work on Marvel projects, including co-creating the X-23 character and co-writing the film Thor: Ragnarok.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Craig Kyle
Target entity description: Craig Kyle is an American writer and producer best known for his work on Marvel projects, including co-creating the X-23 character and co-writing the film Thor: Ragnarok.
  • A. Thomas Hamilton
    Thomas Hamilton is a common Scottish personal name shared by numerous notable individuals across fields such as politics, sports, academia, and the arts.
  • B. John David Crow
    John David Crow was an American football halfback and coach best known for his standout collegiate career at Texas A&M and subsequent success in the NFL.
  • C. Robert Lee Huff
    Robert Lee Huff, better known as Sam Huff, was a Hall of Fame American football linebacker who starred for the New York Giants and Washington Redskins in the 1950s and 1960s.
  • D. John Rambo
    John Rambo is a fictional Vietnam War veteran and highly skilled but troubled combat specialist who became iconic as the central character of the "Rambo" action film series.
  • E. Matthew Kirk
    Matthew Kirk is a notable individual who shares the surname Kirk, recognized for achievements significant enough to be distinguished among others with the same name.
  • 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_69a88630519c8190a17addd83c4a3ef4 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa64e34fe881908aa75f2b4141b87b completed March 6, 2026, 5:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada99f52a08190854109d152c22be0 completed March 8, 2026, 4:53 p.m.
NEDg Description generation batch_69adab04b5688190afb3418e9b9da845 completed March 8, 2026, 4:59 p.m.
NED2 Entity disambiguation (via description) batch_69adaeaf81e881908f99f5d948e3557b completed March 8, 2026, 5:15 p.m.
Created at: March 4, 2026, 7:31 p.m.