Triple

T22268542
Position Surface form Disambiguated ID Type / Status
Subject John Hewson E550413 entity
Predicate isKnownAs P39 FINISHED
Object Dr John Hewson
Dr John Hewson is an Australian economist and former federal politician who led the Liberal Party and served as Leader of the Opposition in the early 1990s.
 E1528329 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: Dr John Hewson | Statement: [John Hewson, isKnownAs, Dr John Hewson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dr John Hewson
Context triple: [John Hewson, isKnownAs, Dr John Hewson]
  • A. Richard Smith
    Richard Smith is a screenwriter best known for his work on the action film "The Substitute."
  • B. Richard Smith
    Richard Smith is best known as the husband of American actress Elinor Donahue, recognized for her roles in classic television series.
  • C. Richard Smith
    Richard Smith is a son of Frederick W. Smith, the American businessman best known as the founder of FedEx.
  • D. John Sheardown
    John Sheardown was a Canadian diplomat best known for sheltering American diplomats in Tehran during the 1979 Iran hostage crisis, an episode later dramatized as the "Canadian Caper."
  • E. Clive Franks
    Clive Franks is a British record producer and audio engineer best known for his long-term collaboration with Elton John on numerous classic albums and hit singles.
  • 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: Dr John Hewson
Triple: [John Hewson, isKnownAs, Dr John Hewson]
Generated description
Dr John Hewson is an Australian economist and former federal politician who led the Liberal Party and served as Leader of the Opposition in the early 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dr John Hewson
Target entity description: Dr John Hewson is an Australian economist and former federal politician who led the Liberal Party and served as Leader of the Opposition in the early 1990s.
  • A. Richard Smith
    Richard Smith is a screenwriter best known for his work on the action film "The Substitute."
  • B. Richard Smith
    Richard Smith is best known as the husband of American actress Elinor Donahue, recognized for her roles in classic television series.
  • C. Richard Smith
    Richard Smith is a son of Frederick W. Smith, the American businessman best known as the founder of FedEx.
  • D. John Sheardown
    John Sheardown was a Canadian diplomat best known for sheltering American diplomats in Tehran during the 1979 Iran hostage crisis, an episode later dramatized as the "Canadian Caper."
  • E. Clive Franks
    Clive Franks is a British record producer and audio engineer best known for his long-term collaboration with Elton John on numerous classic albums and hit singles.
  • 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_69e11e43d8208190aff4f9cf7f2c2a8a completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f141bde9f88190b533bcb88787b492 completed April 28, 2026, 11:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0abc9ee4e081908115bce589353687 completed May 18, 2026, 7:15 a.m.
NEDg Description generation batch_6a0abd35be908190ba8a753fa04ba7a2 completed May 18, 2026, 7:18 a.m.
NED2 Entity disambiguation (via description) batch_6a0abe9a93608190bf3022f52ff8d2e9 completed May 18, 2026, 7:24 a.m.
Created at: April 16, 2026, 8:39 p.m.