Triple

T12224914
Position Surface form Disambiguated ID Type / Status
Subject Kelly's Heroes E291323 entity
Predicate castMember P1668 FINISHED
Object Hal Buckley
Hal Buckley was an actor known for his role in the World War II comedy film "Kelly's Heroes."
 E996172 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: Hal Buckley | Statement: [Kelly's Heroes, castMember, Hal Buckley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hal Buckley
Context triple: [Kelly's Heroes, castMember, Hal Buckley]
  • A. Tom Buckley
    Tom Buckley is a relatively common personal name shared by multiple individuals, including professionals in fields such as journalism, sports, and politics.
  • B. John Harold Buckley
    John Harold Buckley was a U.S. military figure whose service and legacy in aerospace and defense led to a major Space Force installation being named in his honor.
  • C. Paul Buckley
    Paul Buckley is a name shared by several notable individuals, including professionals in fields such as sports, academia, and the arts.
  • D. Stephen Buckley
    Stephen Buckley is a name shared by several notable individuals, including professionals in fields such as academia, sports, and the arts.
  • E. Hugh McDevitt
    Hugh McDevitt is an immunologist renowned for his pioneering work on the genetic control of the immune response and the role of major histocompatibility complex (MHC) molecules in disease susceptibility.
  • 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: Hal Buckley
Triple: [Kelly's Heroes, castMember, Hal Buckley]
Generated description
Hal Buckley was an actor known for his role in the World War II comedy film "Kelly's Heroes."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hal Buckley
Target entity description: Hal Buckley was an actor known for his role in the World War II comedy film "Kelly's Heroes."
  • A. Tom Buckley
    Tom Buckley is a relatively common personal name shared by multiple individuals, including professionals in fields such as journalism, sports, and politics.
  • B. John Harold Buckley
    John Harold Buckley was a U.S. military figure whose service and legacy in aerospace and defense led to a major Space Force installation being named in his honor.
  • C. Paul Buckley
    Paul Buckley is a name shared by several notable individuals, including professionals in fields such as sports, academia, and the arts.
  • D. Stephen Buckley
    Stephen Buckley is a name shared by several notable individuals, including professionals in fields such as academia, sports, and the arts.
  • E. Hugh McDevitt
    Hugh McDevitt is an immunologist renowned for his pioneering work on the genetic control of the immune response and the role of major histocompatibility complex (MHC) molecules in disease susceptibility.
  • 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_69d6ab668acc8190963ba424049d6aee completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91ca11f788190bad2efb6c83ffccb completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6685045cc8190836433b5682d8a7a completed May 2, 2026, 9:10 p.m.
NEDg Description generation batch_69f669f69fe4819097dfc63780e8587e completed May 2, 2026, 9:17 p.m.
NED2 Entity disambiguation (via description) batch_69f66b619c88819098acbfb60fac9921 completed May 2, 2026, 9:23 p.m.
Created at: April 8, 2026, 9:51 p.m.