Triple

T13267604
Position Surface form Disambiguated ID Type / Status
Subject Battle of Hoth E315961 entity
Predicate involvesCharacter P15562 FINISHED
Object Hobbie Klivian
Hobbie Klivian is a Rebel Alliance starfighter pilot in the Star Wars universe, best known as a member of Rogue Squadron who flies snowspeeders and X-wings against the Galactic Empire.
E1031295 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: Hobbie Klivian | Statement: [Battle of Hoth, involvesCharacter, Hobbie Klivian]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hobbie Klivian
Context triple: [Battle of Hoth, involvesCharacter, Hobbie Klivian]
  • A. Dean Pitchford
    Dean Pitchford is an American songwriter, screenwriter, and director best known for co-writing hit songs like "Footloose" and for his work on the film and musical of the same name.
  • B. Jerry Warriner
    Jerry Warriner is the charming, witty husband whose marital misadventures and romantic sparring drive the screwball comedy of the classic film "The Awful Truth."
  • C. John Vinal
    John Vinal was an early settler and prominent local figure after whom the town of Vinalhaven, Maine, was named.
  • D. Robert Hohman
    Robert Hohman is an American entrepreneur best known as the co-founder and former CEO of Glassdoor, a popular platform for anonymous employee reviews and salary information.
  • E. Bill Wittliff
    Bill Wittliff was an American screenwriter, author, and photographer best known for adapting and writing acclaimed Western-themed films and television miniseries.
  • 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: Hobbie Klivian
Triple: [Battle of Hoth, involvesCharacter, Hobbie Klivian]
Generated description
Hobbie Klivian is a Rebel Alliance starfighter pilot in the Star Wars universe, best known as a member of Rogue Squadron who flies snowspeeders and X-wings against the Galactic Empire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hobbie Klivian
Target entity description: Hobbie Klivian is a Rebel Alliance starfighter pilot in the Star Wars universe, best known as a member of Rogue Squadron who flies snowspeeders and X-wings against the Galactic Empire.
  • A. Dean Pitchford
    Dean Pitchford is an American songwriter, screenwriter, and director best known for co-writing hit songs like "Footloose" and for his work on the film and musical of the same name.
  • B. Jerry Warriner
    Jerry Warriner is the charming, witty husband whose marital misadventures and romantic sparring drive the screwball comedy of the classic film "The Awful Truth."
  • C. John Vinal
    John Vinal was an early settler and prominent local figure after whom the town of Vinalhaven, Maine, was named.
  • D. Robert Hohman
    Robert Hohman is an American entrepreneur best known as the co-founder and former CEO of Glassdoor, a popular platform for anonymous employee reviews and salary information.
  • E. Bill Wittliff
    Bill Wittliff was an American screenwriter, author, and photographer best known for adapting and writing acclaimed Western-themed films and television miniseries.
  • 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_69d806b1d9ac8190852c5571d5bd5f0f completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9901e44bc8190966f87ae219d6bf4 completed April 11, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69f70a4cc20881909b1ca6623e5b1988 completed May 3, 2026, 8:41 a.m.
NEDg Description generation batch_69f70bc5111c8190ae5b098c806bb845 completed May 3, 2026, 8:48 a.m.
NED2 Entity disambiguation (via description) batch_69f70ca343f08190b6484f464ed40810 completed May 3, 2026, 8:51 a.m.
Created at: April 9, 2026, 9:25 p.m.