Triple

T12994330
Position Surface form Disambiguated ID Type / Status
Subject Indianapolis Olympians E321994 entity
Predicate notablePlayer P304 FINISHED
Object Ralph Beard
Ralph Beard was an American basketball guard best known as a star at the University of Kentucky and an early NBA player whose career was cut short by a point-shaving scandal.
E1022735 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: Ralph Beard | Statement: [Indianapolis Olympians, notablePlayer, Ralph Beard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ralph Beard
Context triple: [Indianapolis Olympians, notablePlayer, Ralph Beard]
  • A. Ralph Fults
    Ralph Fults was an American outlaw and associate of the infamous Depression-era Barrow Gang, known for his involvement in robberies alongside figures like Bonnie Parker and Clyde Barrow.
  • B. Ralph Behrens
    Ralph Behrens is a notable individual who prominently bears the surname Behrens.
  • C. Ralph Dawson
    Ralph Dawson was an American film editor known for his work on numerous Hollywood productions during the early 20th century.
  • D. Richard Burrell
    Richard Burrell is a British television producer best known for his work as an executive producer on the long-running BBC crime drama series "New Tricks."
  • E. Ralph Thomas
    Ralph Thomas is the son of British film producer Jeremy Thomas.
  • 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: Ralph Beard
Triple: [Indianapolis Olympians, notablePlayer, Ralph Beard]
Generated description
Ralph Beard was an American basketball guard best known as a star at the University of Kentucky and an early NBA player whose career was cut short by a point-shaving scandal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ralph Beard
Target entity description: Ralph Beard was an American basketball guard best known as a star at the University of Kentucky and an early NBA player whose career was cut short by a point-shaving scandal.
  • A. Ralph Fults
    Ralph Fults was an American outlaw and associate of the infamous Depression-era Barrow Gang, known for his involvement in robberies alongside figures like Bonnie Parker and Clyde Barrow.
  • B. Ralph Behrens
    Ralph Behrens is a notable individual who prominently bears the surname Behrens.
  • C. Ralph Dawson
    Ralph Dawson was an American film editor known for his work on numerous Hollywood productions during the early 20th century.
  • D. Richard Burrell
    Richard Burrell is a British television producer best known for his work as an executive producer on the long-running BBC crime drama series "New Tricks."
  • E. Ralph Thomas
    Ralph Thomas is the son of British film producer Jeremy Thomas.
  • 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_69d8076479b8819090afce3591939cdf completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e7877f481908a03f1077600e58a completed April 10, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e266000c8190b0ba4c9e63ba0542 completed May 3, 2026, 5:51 a.m.
NEDg Description generation batch_69f6e42cd5408190b687dfae73e2a720 completed May 3, 2026, 5:59 a.m.
NED2 Entity disambiguation (via description) batch_69f6e5293ee481908d9a90266ac5c3e6 completed May 3, 2026, 6:03 a.m.
Created at: April 9, 2026, 8:44 p.m.