Triple

T22013194
Position Surface form Disambiguated ID Type / Status
Subject The Hi-Fives E543629 entity
Predicate hasFormerMember P1168 FINISHED
Object John Geek
John Geek is a musician best known for having been a member of the pop-punk band The Hi-Fives.
E1514482 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: John Geek | Statement: [The Hi-Fives, hasFormerMember, John Geek]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Geek
Context triple: [The Hi-Fives, hasFormerMember, John Geek]
  • A. Selma Hacker
    Selma Hacker is the gruff, deadpan court clerk on the sitcom "Night Court," known for her sardonic wit and no-nonsense demeanor.
  • B. Richard Cypher
    Richard Cypher is the protagonist of the fantasy television series "Legend of the Seeker," a woodsman who discovers his destiny as a powerful Seeker tasked with defending his world from dark forces.
  • C. John Barron
    John Barron was the Baltimore wharf owner whose lawsuit against the city led to the landmark U.S. Supreme Court case Barron v. Baltimore, which clarified that the Bill of Rights initially applied only to the federal government.
  • D. Steve Wiener
    Steve Wiener is a cinema industry executive best known as the founder of Cineworld Group, one of the largest cinema chains in the United Kingdom.
  • E. Alex Gideon
    Alex Gideon is a fictional character appearing in the narrative of "Black Box."
  • 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: John Geek
Triple: [The Hi-Fives, hasFormerMember, John Geek]
Generated description
John Geek is a musician best known for having been a member of the pop-punk band The Hi-Fives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Geek
Target entity description: John Geek is a musician best known for having been a member of the pop-punk band The Hi-Fives.
  • A. Selma Hacker
    Selma Hacker is the gruff, deadpan court clerk on the sitcom "Night Court," known for her sardonic wit and no-nonsense demeanor.
  • B. Richard Cypher
    Richard Cypher is the protagonist of the fantasy television series "Legend of the Seeker," a woodsman who discovers his destiny as a powerful Seeker tasked with defending his world from dark forces.
  • C. John Barron
    John Barron was the Baltimore wharf owner whose lawsuit against the city led to the landmark U.S. Supreme Court case Barron v. Baltimore, which clarified that the Bill of Rights initially applied only to the federal government.
  • D. Steve Wiener
    Steve Wiener is a cinema industry executive best known as the founder of Cineworld Group, one of the largest cinema chains in the United Kingdom.
  • E. Alex Gideon
    Alex Gideon is a fictional character appearing in the narrative of "Black Box."
  • 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_69e11e2db934819095556760c7d85e4d completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f127a5e624819082ed5beeb4bc82fa completed April 28, 2026, 9:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a737b547481908e9ac94f15149432 completed May 18, 2026, 2:03 a.m.
NEDg Description generation batch_6a0a7516835c8190be60bd61f67307c6 completed May 18, 2026, 2:10 a.m.
NED2 Entity disambiguation (via description) batch_6a0a75cbb2408190b058713432b048a2 completed May 18, 2026, 2:13 a.m.
Created at: April 16, 2026, 8:22 p.m.