Triple

T7425012
Position Surface form Disambiguated ID Type / Status
Subject Air Raid offense E171345 entity
Predicate developedBy P73 FINISHED
Object Hal Mumme
Hal Mumme is an American football coach best known as a pioneer of modern pass-heavy spread concepts and the creator of the influential Air Raid offensive system.
 E663316 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: Hal Mumme | Statement: [Air Raid offense, developedBy, Hal Mumme]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hal Mumme
Context triple: [Air Raid offense, developedBy, Hal Mumme]
  • A. Sam Wyche
    Sam Wyche was an innovative American football coach and former NFL quarterback best known for leading the Cincinnati Bengals to prominence in the late 1980s with his up-tempo, no-huddle offense.
  • B. Pat Dye
    Pat Dye was a highly successful American college football coach best known for revitalizing Auburn University's football program in the 1980s and winning multiple SEC championships.
  • C. Clem Hill
    Clem Hill was a prominent Australian cricketer of the early 20th century, renowned as one of the game's finest left-handed batsmen and a former captain of the national team.
  • D. Pat Riggin
    Pat Riggin is a former Canadian professional ice hockey goaltender who played in the World Hockey Association and the National Hockey League during the late 1970s and 1980s.
  • E. Les Miles
    Les Miles is an American college football coach best known for leading LSU to a national championship and for his colorful, unconventional coaching style.
  • 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: Hal Mumme
Triple: [Air Raid offense, developedBy, Hal Mumme]
Generated description
Hal Mumme is an American football coach best known as a pioneer of modern pass-heavy spread concepts and the creator of the influential Air Raid offensive system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hal Mumme
Target entity description: Hal Mumme is an American football coach best known as a pioneer of modern pass-heavy spread concepts and the creator of the influential Air Raid offensive system.
  • A. Sam Wyche
    Sam Wyche was an innovative American football coach and former NFL quarterback best known for leading the Cincinnati Bengals to prominence in the late 1980s with his up-tempo, no-huddle offense.
  • B. Pat Dye
    Pat Dye was a highly successful American college football coach best known for revitalizing Auburn University's football program in the 1980s and winning multiple SEC championships.
  • C. Clem Hill
    Clem Hill was a prominent Australian cricketer of the early 20th century, renowned as one of the game's finest left-handed batsmen and a former captain of the national team.
  • D. Pat Riggin
    Pat Riggin is a former Canadian professional ice hockey goaltender who played in the World Hockey Association and the National Hockey League during the late 1970s and 1980s.
  • E. Les Miles
    Les Miles is an American college football coach best known for leading LSU to a national championship and for his colorful, unconventional coaching style.
  • 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_69c68a625d048190af70eb8b63bec5a0 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f302b33481908eae877970f2bbdf completed March 27, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81f048e0c819080f51784e1099cac completed March 28, 2026, 6:33 p.m.
NEDg Description generation batch_69c81fd379cc81908b52c45fddea9870 completed March 28, 2026, 6:37 p.m.
NED2 Entity disambiguation (via description) batch_69c8209b7fa48190aea45a6b21ad8de1 completed March 28, 2026, 6:40 p.m.
Created at: March 27, 2026, 3:12 p.m.