Triple

T5188302
Position Surface form Disambiguated ID Type / Status
Subject Blue Thunder E117085 entity
Predicate screenwriter P2831 FINISHED
Object Don Jakoby
Don Jakoby is an American screenwriter known for his work on science fiction and action films, including contributions to movies like "Blue Thunder" and "Arachnophobia."
E502131 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: Don Jakoby | Statement: [Blue Thunder, screenwriter, Don Jakoby]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Don Jakoby
Context triple: [Blue Thunder, screenwriter, Don Jakoby]
  • A. Don Otten
    Don Otten was an American professional basketball center who played in the early years of the NBA, including for the Tri-Cities Blackhawks.
  • B. Herbie Mann
    Herbie Mann was an influential American jazz flutist and bandleader known for pioneering the fusion of jazz with world music styles such as Latin, Brazilian, and Middle Eastern music.
  • C. Jo Johnson
    Jo Johnson is a British Conservative politician and former Member of Parliament who has held ministerial roles, particularly in higher education and transport, and is the younger brother of former Prime Minister Boris Johnson.
  • D. John Melendez
    John Melendez is an American comedian, writer, and radio personality best known as "Stuttering John" from The Howard Stern Show and as a longtime staff member and announcer on The Tonight Show with Jay Leno.
  • E. Janno Lieber
    Janno Lieber is an American public official and transportation executive who leads New York’s Metropolitan Transportation Authority, overseeing the city’s vast subway, bus, and commuter rail systems.
  • 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: Don Jakoby
Triple: [Blue Thunder, screenwriter, Don Jakoby]
Generated description
Don Jakoby is an American screenwriter known for his work on science fiction and action films, including contributions to movies like "Blue Thunder" and "Arachnophobia."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Don Jakoby
Target entity description: Don Jakoby is an American screenwriter known for his work on science fiction and action films, including contributions to movies like "Blue Thunder" and "Arachnophobia."
  • A. Don Otten
    Don Otten was an American professional basketball center who played in the early years of the NBA, including for the Tri-Cities Blackhawks.
  • B. Herbie Mann
    Herbie Mann was an influential American jazz flutist and bandleader known for pioneering the fusion of jazz with world music styles such as Latin, Brazilian, and Middle Eastern music.
  • C. Jo Johnson
    Jo Johnson is a British Conservative politician and former Member of Parliament who has held ministerial roles, particularly in higher education and transport, and is the younger brother of former Prime Minister Boris Johnson.
  • D. John Melendez
    John Melendez is an American comedian, writer, and radio personality best known as "Stuttering John" from The Howard Stern Show and as a longtime staff member and announcer on The Tonight Show with Jay Leno.
  • E. Janno Lieber
    Janno Lieber is an American public official and transportation executive who leads New York’s Metropolitan Transportation Authority, overseeing the city’s vast subway, bus, and commuter rail systems.
  • 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_69bd44620ff48190bcac01782107a397 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd79c56280819085926316f7b520bc completed March 20, 2026, 4:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69bee08af954819080dbe7ea1ac6ddb0 completed March 21, 2026, 6:16 p.m.
NEDg Description generation batch_69bee5fc0c408190b4ad4b77e0045182 completed March 21, 2026, 6:39 p.m.
NED2 Entity disambiguation (via description) batch_69bee6b954c08190a353ebcfe829888a completed March 21, 2026, 6:43 p.m.
Created at: March 20, 2026, 1:46 p.m.