Triple

T10051250
Position Surface form Disambiguated ID Type / Status
Subject Pauline Hanson E207751 entity
Predicate spouse P13 FINISHED
Object Tony Hodges
Tony Hodges is known primarily as the former husband of Australian right-wing politician and One Nation party founder Pauline Hanson.
E848285 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: Tony Hodges | Statement: [Pauline Hanson, spouse, Tony Hodges]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tony Hodges
Context triple: [Pauline Hanson, spouse, Tony Hodges]
  • A. John Hodge
    John Hodge is a Scottish screenwriter best known for his collaborations with director Danny Boyle on films such as "Trainspotting" and "Shallow Grave."
  • B. Dennis Higgs
    Dennis Higgs is a biologist known for his research in molecular evolution and his work as a professor at the University of Windsor.
  • C. Lloyd Robertson
    Lloyd Robertson is a prominent Canadian television journalist and longtime national news anchor best known for his decades of work with CTV News.
  • D. Tony Burrows
    Tony Burrows is a British session singer best known for providing lead vocals on numerous early 1970s pop hits for different studio bands, including Edison Lighthouse, White Plains, and Brotherhood of Man.
  • E. Gerald Hughes
    Gerald Hughes is best known as the brother of British poet Ted Hughes and as a writer and memoirist who documented their family life and Yorkshire upbringing.
  • 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: Tony Hodges
Triple: [Pauline Hanson, spouse, Tony Hodges]
Generated description
Tony Hodges is known primarily as the former husband of Australian right-wing politician and One Nation party founder Pauline Hanson.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tony Hodges
Target entity description: Tony Hodges is known primarily as the former husband of Australian right-wing politician and One Nation party founder Pauline Hanson.
  • A. John Hodge
    John Hodge is a Scottish screenwriter best known for his collaborations with director Danny Boyle on films such as "Trainspotting" and "Shallow Grave."
  • B. Dennis Higgs
    Dennis Higgs is a biologist known for his research in molecular evolution and his work as a professor at the University of Windsor.
  • C. Lloyd Robertson
    Lloyd Robertson is a prominent Canadian television journalist and longtime national news anchor best known for his decades of work with CTV News.
  • D. Tony Burrows
    Tony Burrows is a British session singer best known for providing lead vocals on numerous early 1970s pop hits for different studio bands, including Edison Lighthouse, White Plains, and Brotherhood of Man.
  • E. Gerald Hughes
    Gerald Hughes is best known as the brother of British poet Ted Hughes and as a writer and memoirist who documented their family life and Yorkshire upbringing.
  • 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_69ca835ad0608190b7c80b292da004f5 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdcf8fb23c8190b48b30cb2368dc1f completed April 2, 2026, 2:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d354d7202c81908d42107c346900dc completed April 6, 2026, 6:38 a.m.
NEDg Description generation batch_69d35678f87c819080e0c66e86745f80 completed April 6, 2026, 6:45 a.m.
NED2 Entity disambiguation (via description) batch_69d356d0386481909dbfc3d907f5de18 completed April 6, 2026, 6:46 a.m.
Created at: March 30, 2026, 8:56 p.m.