Triple

T12767997
Position Surface form Disambiguated ID Type / Status
Subject Blue Heelers E305173 entity
Predicate mainCharacter P1183 FINISHED
Object Constable P.J. Hasham
Constable P.J. Hasham is a central police officer character in the Australian television drama series "Blue Heelers," known for his investigative skills and complex personal storylines.
E1002561 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: Constable P.J. Hasham | Statement: [Blue Heelers, mainCharacter, Constable P.J. Hasham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Constable P.J. Hasham
Context triple: [Blue Heelers, mainCharacter, Constable P.J. Hasham]
  • A. Constable Frank Gladstone
    Constable Frank Gladstone is a supporting police officer character in the British sitcom "The Thin Blue Line," known for his mild-mannered, somewhat bumbling demeanor within the station's comedic ensemble.
  • B. Constable James McDonnell
    Constable James McDonnell was a Royal Irish Constabulary officer notable for being one of the first policemen killed in the Irish War of Independence during the Soloheadbeg ambush in 1919.
  • C. Constable Kevin Goody
    Constable Kevin Goody is a naive and well-meaning but often inept police officer from the British sitcom "The Thin Blue Line," known for his childlike innocence and comedic blunders.
  • D. Constable Fitzpatrick
    Constable Fitzpatrick is a controversial police officer associated with the events leading to the rise of Australian bushranger Ned Kelly and his gang.
  • E. Constable Lee
    Constable Lee is a small settlement in the Rossendale borough of Lancashire, England.
  • 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: Constable P.J. Hasham
Triple: [Blue Heelers, mainCharacter, Constable P.J. Hasham]
Generated description
Constable P.J. Hasham is a central police officer character in the Australian television drama series "Blue Heelers," known for his investigative skills and complex personal storylines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Constable P.J. Hasham
Target entity description: Constable P.J. Hasham is a central police officer character in the Australian television drama series "Blue Heelers," known for his investigative skills and complex personal storylines.
  • A. Constable Frank Gladstone
    Constable Frank Gladstone is a supporting police officer character in the British sitcom "The Thin Blue Line," known for his mild-mannered, somewhat bumbling demeanor within the station's comedic ensemble.
  • B. Constable James McDonnell
    Constable James McDonnell was a Royal Irish Constabulary officer notable for being one of the first policemen killed in the Irish War of Independence during the Soloheadbeg ambush in 1919.
  • C. Constable Kevin Goody
    Constable Kevin Goody is a naive and well-meaning but often inept police officer from the British sitcom "The Thin Blue Line," known for his childlike innocence and comedic blunders.
  • D. Constable Fitzpatrick
    Constable Fitzpatrick is a controversial police officer associated with the events leading to the rise of Australian bushranger Ned Kelly and his gang.
  • E. Constable Lee
    Constable Lee is a small settlement in the Rossendale borough of Lancashire, England.
  • 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_69d7bdf2b43c819098ae5aa68e61ea58 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96df3b2f88190b37b696400178795 completed April 10, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69f684f750a08190abf6122baa579bc4 completed May 2, 2026, 11:12 p.m.
NEDg Description generation batch_69f6890782c48190ae93866cf39b1c25 completed May 2, 2026, 11:30 p.m.
NED2 Entity disambiguation (via description) batch_69f68976b60881908abf5b69b8c37e6e completed May 2, 2026, 11:32 p.m.
Created at: April 9, 2026, 5:28 p.m.