Triple

T23226606
Position Surface form Disambiguated ID Type / Status
Subject Spinout E581032 entity
Predicate screenwriter P2831 FINISHED
Object George Kirgo
George Kirgo was an American screenwriter and television writer known for his work on numerous films and TV series from the 1950s through the 1980s and for his leadership roles in writers’ guild organizations.
E1578009 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: George Kirgo | Statement: [Spinout, screenwriter, George Kirgo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: George Kirgo
Context triple: [Spinout, screenwriter, George Kirgo]
  • A. Charles C. Kokoros
    Charles C. Kokoros is an American local politician serving as the mayor of Braintree, Massachusetts.
  • B. George Garvarentz
    George Garvarentz was an Armenian-French composer best known for his prolific film scores and popular songs, often collaborating with singer Charles Aznavour.
  • C. George Kerby
    George Kerby is a charming, mischievous ghost who serves as one of the central comedic figures in the classic "Topper" film series.
  • D. Charles T. Kanganis
    Charles T. Kanganis is an American film director and screenwriter known for working on family-oriented action and comedy movies in the 1990s.
  • E. John Kilgore
    John Kilgore is a pseudonym used by American Western fiction author Lauran Paine for some of his published works.
  • 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: George Kirgo
Triple: [Spinout, screenwriter, George Kirgo]
Generated description
George Kirgo was an American screenwriter and television writer known for his work on numerous films and TV series from the 1950s through the 1980s and for his leadership roles in writers’ guild organizations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: George Kirgo
Target entity description: George Kirgo was an American screenwriter and television writer known for his work on numerous films and TV series from the 1950s through the 1980s and for his leadership roles in writers’ guild organizations.
  • A. Charles C. Kokoros
    Charles C. Kokoros is an American local politician serving as the mayor of Braintree, Massachusetts.
  • B. George Garvarentz
    George Garvarentz was an Armenian-French composer best known for his prolific film scores and popular songs, often collaborating with singer Charles Aznavour.
  • C. George Kerby
    George Kerby is a charming, mischievous ghost who serves as one of the central comedic figures in the classic "Topper" film series.
  • D. Charles T. Kanganis
    Charles T. Kanganis is an American film director and screenwriter known for working on family-oriented action and comedy movies in the 1990s.
  • E. John Kilgore
    John Kilgore is a pseudonym used by American Western fiction author Lauran Paine for some of his published works.
  • 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_69e246043c48819089bae72c9a9c306c completed April 17, 2026, 2:39 p.m.
NER Named-entity recognition batch_69f1922e2d2c81908c0f3fa5df8a5c58 completed April 29, 2026, 5:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c3f53f60c8190b0f7d66a360b9897 completed May 19, 2026, 10:45 a.m.
NEDg Description generation batch_6a0c4075bc508190ae0dc8b61c24faa0 completed May 19, 2026, 10:50 a.m.
NED2 Entity disambiguation (via description) batch_6a0c411702a48190ba2964ba221394d1 completed May 19, 2026, 10:53 a.m.
Created at: April 17, 2026, 4:09 p.m.