Triple

T14657087
Position Surface form Disambiguated ID Type / Status
Subject Night Shift E344138 entity
Predicate mainCharacter P1183 FINISHED
Object Chuck Lumley
Chuck Lumley is the mild-mannered, neurotic morgue attendant-turned-reluctant pimp portrayed by Henry Winkler in the 1982 comedy film "Night Shift."
E1114896 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: Chuck Lumley | Statement: [Night Shift, mainCharacter, Chuck Lumley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chuck Lumley
Context triple: [Night Shift, mainCharacter, Chuck Lumley]
  • A. Jeff Bennett
    Jeff Bennett is an American voice actor known for his extensive work in animation, including numerous roles in popular Cartoon Network and Disney series.
  • B. Darren McGavin
    Darren McGavin was an American actor best known for his roles in the television series "Kolchak: The Night Stalker" and as the gruff but loving father in the classic film "A Christmas Story."
  • C. Martin Mull
    Martin Mull is an American actor, comedian, and musician known for his dry wit and roles in television comedies and films.
  • D. Wally Wingert
    Wally Wingert is an American voice actor and former radio personality best known for his work in animation and video games, including voicing the Riddler in the Batman: Arkham series.
  • E. Ernie Hudson
    Ernie Hudson is an American actor best known for his role as Winston Zeddemore in the Ghostbusters film series and for numerous supporting roles in film and television.
  • 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: Chuck Lumley
Triple: [Night Shift, mainCharacter, Chuck Lumley]
Generated description
Chuck Lumley is the mild-mannered, neurotic morgue attendant-turned-reluctant pimp portrayed by Henry Winkler in the 1982 comedy film "Night Shift."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chuck Lumley
Target entity description: Chuck Lumley is the mild-mannered, neurotic morgue attendant-turned-reluctant pimp portrayed by Henry Winkler in the 1982 comedy film "Night Shift."
  • A. Jeff Bennett
    Jeff Bennett is an American voice actor known for his extensive work in animation, including numerous roles in popular Cartoon Network and Disney series.
  • B. Darren McGavin
    Darren McGavin was an American actor best known for his roles in the television series "Kolchak: The Night Stalker" and as the gruff but loving father in the classic film "A Christmas Story."
  • C. Martin Mull
    Martin Mull is an American actor, comedian, and musician known for his dry wit and roles in television comedies and films.
  • D. Wally Wingert
    Wally Wingert is an American voice actor and former radio personality best known for his work in animation and video games, including voicing the Riddler in the Batman: Arkham series.
  • E. Ernie Hudson
    Ernie Hudson is an American actor best known for his role as Winston Zeddemore in the Ghostbusters film series and for numerous supporting roles in film and television.
  • 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_69d822e1a2cc81908e5bb93cf61ce3cc completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb51a562c819098971447db4b29f7 completed April 14, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdf07acd748190b2821dee21ecd740 completed May 8, 2026, 2:17 p.m.
NEDg Description generation batch_69fdf2577be48190906e6efce6669c06 completed May 8, 2026, 2:25 p.m.
NED2 Entity disambiguation (via description) batch_69fdf2b9faf8819092bb221a3f5f71f6 completed May 8, 2026, 2:27 p.m.
Created at: April 10, 2026, 1:27 a.m.