Triple

T5072245
Position Surface form Disambiguated ID Type / Status
Subject Newsfront E114307 entity
Predicate starredActor P5563 FINISHED
Object Bill Hunter
Bill Hunter was a prominent Australian character actor known for his roles in films such as "Newsfront," "Muriel's Wedding," and "Strictly Ballroom."
E491550 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: Bill Hunter | Statement: [Newsfront, starredActor, Bill Hunter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bill Hunter
Context triple: [Newsfront, starredActor, Bill Hunter]
  • A. Tom LaGarde
    Tom LaGarde is a former American professional basketball player and Olympic gold medalist who played as a center/forward in the NBA during the late 1970s and early 1980s.
  • B. Christopher Memminger
    Christopher Memminger was a German-born American politician and lawyer who served as the first Secretary of the Treasury for the Confederate States during the American Civil War.
  • C. Brad Whitaker
    Brad Whitaker is a mild-mannered stepfather whose attempts to maintain a harmonious blended family are comically upended by the arrival of both his and his co-dad’s fathers in the holiday comedy film "Daddy’s Home 2."
  • D. Phil Cook
    Phil Cook is an American musician and multi-instrumentalist known for his work in indie folk and rock projects such as Megafaun and Hiss Golden Messenger.
  • E. Dan Sullivan
    Dan Sullivan is a Republican U.S. Senator from Alaska, known for his work on national security, energy policy, and Arctic issues.
  • 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: Bill Hunter
Triple: [Newsfront, starredActor, Bill Hunter]
Generated description
Bill Hunter was a prominent Australian character actor known for his roles in films such as "Newsfront," "Muriel's Wedding," and "Strictly Ballroom."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bill Hunter
Target entity description: Bill Hunter was a prominent Australian character actor known for his roles in films such as "Newsfront," "Muriel's Wedding," and "Strictly Ballroom."
  • A. Tom LaGarde
    Tom LaGarde is a former American professional basketball player and Olympic gold medalist who played as a center/forward in the NBA during the late 1970s and early 1980s.
  • B. Christopher Memminger
    Christopher Memminger was a German-born American politician and lawyer who served as the first Secretary of the Treasury for the Confederate States during the American Civil War.
  • C. Brad Whitaker
    Brad Whitaker is a mild-mannered stepfather whose attempts to maintain a harmonious blended family are comically upended by the arrival of both his and his co-dad’s fathers in the holiday comedy film "Daddy’s Home 2."
  • D. Phil Cook
    Phil Cook is an American musician and multi-instrumentalist known for his work in indie folk and rock projects such as Megafaun and Hiss Golden Messenger.
  • E. Dan Sullivan
    Dan Sullivan is a Republican U.S. Senator from Alaska, known for his work on national security, energy policy, and Arctic issues.
  • 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_69bd443cf28c8190ad371d603563dbdd completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd74ce140881909a2874663244c0db completed March 20, 2026, 4:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69beb1110a388190a5db1c94b3d60d6b completed March 21, 2026, 2:54 p.m.
NEDg Description generation batch_69beb186dfa88190bd4cc76247a64ff1 completed March 21, 2026, 2:56 p.m.
NED2 Entity disambiguation (via description) batch_69beb1f3c7b88190a3c4e6bcd8714808 completed March 21, 2026, 2:57 p.m.
Created at: March 20, 2026, 1:39 p.m.