Triple

T22013207
Position Surface form Disambiguated ID Type / Status
Subject The Hi-Fives E543629 entity
Predicate hasFormerMember P1168 FINISHED
Object Matt Johnson
Matt Johnson is a musician best known as a former member of the American pop-punk band The Hi-Fives.
E1514492 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: Matt Johnson | Statement: [The Hi-Fives, hasFormerMember, Matt Johnson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Matt Johnson
Context triple: [The Hi-Fives, hasFormerMember, Matt Johnson]
  • A. Matt Johnson
    Matt Johnson is a screenwriter best known for his work on the action-thriller film "Into the Blue."
  • B. Matt Johnson
    Matt Johnson is a musician best known as a member of the punk rock band The Riverboat Gamblers.
  • C. Matthew Johnson
    Matthew Johnson is a musician best known as a member of the experimental rock band Black Mountain.
  • D. Mark Johnson
    Mark Johnson is an American film and television producer best known for his work on acclaimed projects such as the series Breaking Bad.
  • E. Mark Johnson
    Mark Johnson is an American ice hockey player best known as a leading scorer and key figure in the "Miracle on Ice" U.S. team that won gold at the 1980 Winter Olympics.
  • 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: Matt Johnson
Triple: [The Hi-Fives, hasFormerMember, Matt Johnson]
Generated description
Matt Johnson is a musician best known as a former member of the American pop-punk band The Hi-Fives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Matt Johnson
Target entity description: Matt Johnson is a musician best known as a former member of the American pop-punk band The Hi-Fives.
  • A. Matt Johnson
    Matt Johnson is a screenwriter best known for his work on the action-thriller film "Into the Blue."
  • B. Matt Johnson
    Matt Johnson is a musician best known as a member of the punk rock band The Riverboat Gamblers.
  • C. Matthew Johnson
    Matthew Johnson is a musician best known as a member of the experimental rock band Black Mountain.
  • D. Mark Johnson
    Mark Johnson is an American film and television producer best known for his work on acclaimed projects such as the series Breaking Bad.
  • E. Mark Johnson
    Mark Johnson is an American ice hockey player best known as a leading scorer and key figure in the "Miracle on Ice" U.S. team that won gold at the 1980 Winter Olympics.
  • 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.