Triple

T4491696
Position Surface form Disambiguated ID Type / Status
Subject Division of Hunter E100589 entity
Predicate hasNotableFormerMember P1168 FINISHED
Object Joel Fitzgibbon
Joel Fitzgibbon is an Australian Labor Party politician who served as the federal Member of Parliament for Hunter and held several ministerial roles, including Minister for Defence.
 E446830 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: Joel Fitzgibbon | Statement: [Division of Hunter, hasNotableFormerMember, Joel Fitzgibbon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Joel Fitzgibbon
Context triple: [Division of Hunter, hasNotableFormerMember, Joel Fitzgibbon]
  • A. Joel Graham
    Joel Graham is a central character on the television series "Parenthood," portrayed as a devoted husband and father balancing family life with personal and professional challenges.
  • B. Joel Harrison
    Joel Harrison is an American jazz guitarist and composer known for his genre-blending work that fuses jazz with rock, classical, and world music influences.
  • C. Joel Parker
    Joel Parker is a name shared by several notable individuals, including historical American politicians and jurists.
  • D. Glenn Ferguson
    Glenn Ferguson is a former Northern Irish footballer and prolific striker best known for his long, successful career in the Irish League and his goal-scoring exploits with clubs including Linfield FC.
  • E. Joel Reynolds
    Joel Reynolds is a fictional protagonist whose story centers on his personal experiences and development within the narrative from which he is drawn.
  • 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: Joel Fitzgibbon
Triple: [Division of Hunter, hasNotableFormerMember, Joel Fitzgibbon]
Generated description
Joel Fitzgibbon is an Australian Labor Party politician who served as the federal Member of Parliament for Hunter and held several ministerial roles, including Minister for Defence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Joel Fitzgibbon
Target entity description: Joel Fitzgibbon is an Australian Labor Party politician who served as the federal Member of Parliament for Hunter and held several ministerial roles, including Minister for Defence.
  • A. Joel Graham
    Joel Graham is a central character on the television series "Parenthood," portrayed as a devoted husband and father balancing family life with personal and professional challenges.
  • B. Joel Harrison
    Joel Harrison is an American jazz guitarist and composer known for his genre-blending work that fuses jazz with rock, classical, and world music influences.
  • C. Joel Parker
    Joel Parker is a name shared by several notable individuals, including historical American politicians and jurists.
  • D. Glenn Ferguson
    Glenn Ferguson is a former Northern Irish footballer and prolific striker best known for his long, successful career in the Irish League and his goal-scoring exploits with clubs including Linfield FC.
  • E. Joel Reynolds
    Joel Reynolds is a fictional protagonist whose story centers on his personal experiences and development within the narrative from which he is drawn.
  • 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_69bd43cdf15081909a4fa2585ff63b3e completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd556f99b48190ae60506a35b43c29 completed March 20, 2026, 2:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd67b40fd4819098636b6f29304312 completed March 20, 2026, 3:28 p.m.
NEDg Description generation batch_69bd688e84fc8190a8900be40e3cf694 completed March 20, 2026, 3:32 p.m.
NED2 Entity disambiguation (via description) batch_69bd69bcf10c8190bd6ceb6bc604b3f5 completed March 20, 2026, 3:37 p.m.
Created at: March 20, 2026, 12:59 p.m.