Triple

T5762048
Position Surface form Disambiguated ID Type / Status
Subject 20/20 E127117 entity
Predicate originalCoHost P66215 FINISHED
Object Robert Hughes
Robert Hughes is an American television personality best known for co-hosting the long-running newsmagazine program "20/20."
E545416 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: Robert Hughes | Statement: [20/20, originalCoHost, Robert Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Hughes
Context triple: [20/20, originalCoHost, Robert Hughes]
  • A. Hugh Keays-Byrne
    Hugh Keays-Byrne was an English-Australian character actor best known for his villainous roles in the Mad Max film franchise, including his portrayal of Immortan Joe in Mad Max: Fury Road.
  • B. Max Nicholson
    Max Nicholson was a British environmentalist, ornithologist, and civil servant who played a key role in the early international conservation movement and helped establish major environmental organizations.
  • C. Richard Eyer
    Richard Eyer is an American former child actor best known for his roles in 1950s films and television series, including notable performances in family dramas and fantasy adventures.
  • D. Sidney Nolan
    Sidney Nolan was a prominent Australian modernist painter best known for his iconic series depicting the outlaw Ned Kelly and the Australian landscape.
  • E. R. B. Kitaj
    R. B. Kitaj was an American-born British painter known for his intellectually rich, figurative works and his association with the London School of artists.
  • 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: Robert Hughes
Triple: [20/20, originalCoHost, Robert Hughes]
Generated description
Robert Hughes is an American television personality best known for co-hosting the long-running newsmagazine program "20/20."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Hughes
Target entity description: Robert Hughes is an American television personality best known for co-hosting the long-running newsmagazine program "20/20."
  • A. Hugh Keays-Byrne
    Hugh Keays-Byrne was an English-Australian character actor best known for his villainous roles in the Mad Max film franchise, including his portrayal of Immortan Joe in Mad Max: Fury Road.
  • B. Max Nicholson
    Max Nicholson was a British environmentalist, ornithologist, and civil servant who played a key role in the early international conservation movement and helped establish major environmental organizations.
  • C. Richard Eyer
    Richard Eyer is an American former child actor best known for his roles in 1950s films and television series, including notable performances in family dramas and fantasy adventures.
  • D. Sidney Nolan
    Sidney Nolan was a prominent Australian modernist painter best known for his iconic series depicting the outlaw Ned Kelly and the Australian landscape.
  • E. R. B. Kitaj
    R. B. Kitaj was an American-born British painter known for his intellectually rich, figurative works and his association with the London School of artists.
  • 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_69c00833a3fc81908f4bc29ed011b7a6 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0335f23c081909b35020801e3ef12 completed March 22, 2026, 6:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e5547f88190b950a3037708f820 completed March 22, 2026, 11:42 p.m.
NEDg Description generation batch_69c089d51f888190aca6cf7f080041fe completed March 23, 2026, 12:31 a.m.
NED2 Entity disambiguation (via description) batch_69c08a3f9d508190b7985c3124f3513f completed March 23, 2026, 12:33 a.m.
Created at: March 22, 2026, 3:49 p.m.