Triple

T8511636
Position Surface form Disambiguated ID Type / Status
Subject Halo (video game series) E201466 entity
Predicate notableCharacter P1481 FINISHED
Object Sergeant Major Avery Johnson
Sergeant Major Avery Johnson is a tough, wisecracking UNSC Marine leader and key human ally of the Master Chief in the Halo video game series.
E738571 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: Sergeant Major Avery Johnson | Statement: [Halo (video game series), notableCharacter, Sergeant Major Avery Johnson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sergeant Major Avery Johnson
Context triple: [Halo (video game series), notableCharacter, Sergeant Major Avery Johnson]
  • A. Robert John Riggins
    Robert John Riggins is a former American football running back, best known for his Hall of Fame career with the Washington Redskins and his MVP performance in Super Bowl XVII.
  • B. Steve Long
    Steve Long is an American game designer and writer best known for his extensive work on the Hero System and Champions role-playing games.
  • C. Pat McDermott
    Pat McDermott is a notable individual distinguished enough to be specifically cited as a prominent bearer of the McDermott surname.
  • D. EJ Johnson
    EJ Johnson is an American television personality and fashion commentator best known for appearing on the reality series "Rich Kids of Beverly Hills" and for his gender-fluid, high-fashion style.
  • E. Kenny Johnson
    Kenny Johnson is an American actor best known for his role as Detective Curtis Lemansky on the television crime drama "The Shield."
  • 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: Sergeant Major Avery Johnson
Triple: [Halo (video game series), notableCharacter, Sergeant Major Avery Johnson]
Generated description
Sergeant Major Avery Johnson is a tough, wisecracking UNSC Marine leader and key human ally of the Master Chief in the Halo video game series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sergeant Major Avery Johnson
Target entity description: Sergeant Major Avery Johnson is a tough, wisecracking UNSC Marine leader and key human ally of the Master Chief in the Halo video game series.
  • A. Robert John Riggins
    Robert John Riggins is a former American football running back, best known for his Hall of Fame career with the Washington Redskins and his MVP performance in Super Bowl XVII.
  • B. Steve Long
    Steve Long is an American game designer and writer best known for his extensive work on the Hero System and Champions role-playing games.
  • C. Pat McDermott
    Pat McDermott is a notable individual distinguished enough to be specifically cited as a prominent bearer of the McDermott surname.
  • D. EJ Johnson
    EJ Johnson is an American television personality and fashion commentator best known for appearing on the reality series "Rich Kids of Beverly Hills" and for his gender-fluid, high-fashion style.
  • E. Kenny Johnson
    Kenny Johnson is an American actor best known for his role as Detective Curtis Lemansky on the television crime drama "The Shield."
  • 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_69ca8320e5748190ac2c585a0bba8193 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe60b0d4c8190812ddbc1c17389c8 completed March 31, 2026, 3:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e47542c8190af93dca3ce16a04b completed April 2, 2026, 11:08 a.m.
NEDg Description generation batch_69ce4ff9792c81908d76141904a170bc completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce50acae5881908f1d2c0e21dd7f1d completed April 2, 2026, 11:19 a.m.
Created at: March 30, 2026, 6:15 p.m.