Triple

T22090416
Position Surface form Disambiguated ID Type / Status
Subject Vice Principals E545897 entity
Predicate mainCharacter P1183 FINISHED
Object Neal Gamby
Neal Gamby is a rigid, hot-headed high school administrator and one of the two scheming antihero leads in the dark comedy TV series "Vice Principals."
E1517805 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: Neal Gamby | Statement: [Vice Principals, mainCharacter, Neal Gamby]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Neal Gamby
Context triple: [Vice Principals, mainCharacter, Neal Gamby]
  • A. Bill Gambini
    Bill Gambini is a young New Yorker falsely accused of murder in rural Alabama in the comedy film "My Cousin Vinny."
  • B. Kenneth Gamet
    Kenneth Gamet was an American screenwriter known for his work on numerous mid-20th-century Hollywood films, particularly Westerns and adventure movies.
  • C. Roger Gambill
    Roger Gambill was an American folk singer and musician best known for his later-career role as a vocalist and guitarist with the influential folk group The Kingston Trio.
  • D. Roger Gamaunt
    Roger Gamaunt was an engineer best known for creating the Gama Goat, a highly mobile, articulated military transport vehicle used by the U.S. Army during the Cold War era.
  • E. Anthony Gubbay
    Anthony Gubbay is a prominent Zimbabwean jurist who served as Chief Justice and became known for his strong defense of judicial independence and the rule of law.
  • 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: Neal Gamby
Triple: [Vice Principals, mainCharacter, Neal Gamby]
Generated description
Neal Gamby is a rigid, hot-headed high school administrator and one of the two scheming antihero leads in the dark comedy TV series "Vice Principals."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Neal Gamby
Target entity description: Neal Gamby is a rigid, hot-headed high school administrator and one of the two scheming antihero leads in the dark comedy TV series "Vice Principals."
  • A. Bill Gambini
    Bill Gambini is a young New Yorker falsely accused of murder in rural Alabama in the comedy film "My Cousin Vinny."
  • B. Kenneth Gamet
    Kenneth Gamet was an American screenwriter known for his work on numerous mid-20th-century Hollywood films, particularly Westerns and adventure movies.
  • C. Roger Gambill
    Roger Gambill was an American folk singer and musician best known for his later-career role as a vocalist and guitarist with the influential folk group The Kingston Trio.
  • D. Roger Gamaunt
    Roger Gamaunt was an engineer best known for creating the Gama Goat, a highly mobile, articulated military transport vehicle used by the U.S. Army during the Cold War era.
  • E. Anthony Gubbay
    Anthony Gubbay is a prominent Zimbabwean jurist who served as Chief Justice and became known for his strong defense of judicial independence and the rule of law.
  • 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_69e11e36d03c8190a83a1ba802b7231b completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f128e53dfc81909858cdad8b09c5fb completed April 28, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a8799ebc48190b39cd8a5052ce126 completed May 18, 2026, 3:29 a.m.
NEDg Description generation batch_6a0a890c64708190bf74c5c97b99bac9 completed May 18, 2026, 3:35 a.m.
NED2 Entity disambiguation (via description) batch_6a0a89b055708190872548cefcfa0845 completed May 18, 2026, 3:38 a.m.
Created at: April 16, 2026, 8:29 p.m.