Triple

T9825792
Position Surface form Disambiguated ID Type / Status
Subject Barrow Gang E238649 entity
Predicate member P10 FINISHED
Object Raymond Hamilton
Raymond Hamilton was an American outlaw and bank robber of the early 1930s, best known for his association with the infamous Barrow Gang led by Bonnie and Clyde.
E823735 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: Raymond Hamilton | Statement: [Barrow Gang, member, Raymond Hamilton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Raymond Hamilton
Context triple: [Barrow Gang, member, Raymond Hamilton]
  • A. John Tordoff
    John Tordoff is a British actor known for his work in film, television, and theatre, including a role in the 1987 adaptation of "The Magic Toyshop."
  • B. Herb Elliott
    Herb Elliott is an Australian middle-distance runner renowned for dominating the mile and 1500 metres in the late 1950s, including winning Olympic gold and setting multiple world records.
  • C. Robert Dunlop
    Robert Dunlop was a renowned Northern Irish motorcycle road racer, particularly famous for his successes at events like the North West 200 and for being part of the legendary Dunlop racing family.
  • D. Paul Wickens
    Paul Wickens is a British keyboardist and musical director best known for his long-standing collaboration with Paul McCartney in both studio recordings and live performances.
  • E. Colin Bell
    Colin Bell was an English footballer best known as a legendary Manchester City and England midfielder during the late 1960s and 1970s.
  • 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: Raymond Hamilton
Triple: [Barrow Gang, member, Raymond Hamilton]
Generated description
Raymond Hamilton was an American outlaw and bank robber of the early 1930s, best known for his association with the infamous Barrow Gang led by Bonnie and Clyde.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Raymond Hamilton
Target entity description: Raymond Hamilton was an American outlaw and bank robber of the early 1930s, best known for his association with the infamous Barrow Gang led by Bonnie and Clyde.
  • A. John Tordoff
    John Tordoff is a British actor known for his work in film, television, and theatre, including a role in the 1987 adaptation of "The Magic Toyshop."
  • B. Herb Elliott
    Herb Elliott is an Australian middle-distance runner renowned for dominating the mile and 1500 metres in the late 1950s, including winning Olympic gold and setting multiple world records.
  • C. Robert Dunlop
    Robert Dunlop was a renowned Northern Irish motorcycle road racer, particularly famous for his successes at events like the North West 200 and for being part of the legendary Dunlop racing family.
  • D. Paul Wickens
    Paul Wickens is a British keyboardist and musical director best known for his long-standing collaboration with Paul McCartney in both studio recordings and live performances.
  • E. Colin Bell
    Colin Bell was an English footballer best known as a legendary Manchester City and England midfielder during the late 1960s and 1970s.
  • 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_69ca84e0dd1881909800765d1e21f735 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb32370e8819087c85fb8328587be completed April 2, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1cc84b0a481909000a0f04e3676d0 completed April 5, 2026, 2:44 a.m.
NEDg Description generation batch_69d1ccf59c68819082b4aa37e06d2aaf completed April 5, 2026, 2:46 a.m.
NED2 Entity disambiguation (via description) batch_69d1d0d945d48190b56b7fd2ce568a13 completed April 5, 2026, 3:02 a.m.
Created at: March 30, 2026, 8:31 p.m.