Triple

T597764
Position Surface form Disambiguated ID Type / Status
Subject It's Always Sunny in Philadelphia E11423 entity
Predicate notableEpisode P2757 FINISHED
Object The Nightman Cometh
The Nightman Cometh is a cult-favorite musical episode of the sitcom "It's Always Sunny in Philadelphia," in which Charlie stages a bizarre rock opera to win over the Waitress.
E74775 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: The Nightman Cometh | Statement: [It's Always Sunny in Philadelphia, notableEpisode, The Nightman Cometh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Nightman Cometh
Context triple: [It's Always Sunny in Philadelphia, notableEpisode, The Nightman Cometh]
  • A. The Night
    The Night is a haunting Expressionist painting by Max Beckmann that depicts the brutal terror and psychological trauma of a violent home invasion.
  • B. In the Shadow of Man
    In the Shadow of Man is Jane Goodall’s influential 1971 book that chronicles her pioneering field research on wild chimpanzees in Tanzania and helped transform our understanding of primate behavior and human evolution.
  • C. Nightfall
    "Nightfall" is a classic science fiction short story by Isaac Asimov that explores the psychological and societal collapse of a civilization experiencing darkness and a view of the stars for the first time.
  • D. The Backbone of Night
    "The Backbone of Night" is an episode of the science documentary series "Cosmos: A Personal Voyage" in which Carl Sagan explores humanity’s evolving understanding of the Milky Way and our place in the universe.
  • E. Post Tenebras Lux
    Post Tenebras Lux is a Latin motto meaning "After darkness, light," historically associated with the Protestant Reformation and symbolizing spiritual renewal and enlightenment.
  • 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: The Nightman Cometh
Triple: [It's Always Sunny in Philadelphia, notableEpisode, The Nightman Cometh]
Generated description
The Nightman Cometh is a cult-favorite musical episode of the sitcom "It's Always Sunny in Philadelphia," in which Charlie stages a bizarre rock opera to win over the Waitress.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Nightman Cometh
Target entity description: The Nightman Cometh is a cult-favorite musical episode of the sitcom "It's Always Sunny in Philadelphia," in which Charlie stages a bizarre rock opera to win over the Waitress.
  • A. The Night
    The Night is a haunting Expressionist painting by Max Beckmann that depicts the brutal terror and psychological trauma of a violent home invasion.
  • B. In the Shadow of Man
    In the Shadow of Man is Jane Goodall’s influential 1971 book that chronicles her pioneering field research on wild chimpanzees in Tanzania and helped transform our understanding of primate behavior and human evolution.
  • C. Nightfall
    "Nightfall" is a classic science fiction short story by Isaac Asimov that explores the psychological and societal collapse of a civilization experiencing darkness and a view of the stars for the first time.
  • D. The Backbone of Night
    "The Backbone of Night" is an episode of the science documentary series "Cosmos: A Personal Voyage" in which Carl Sagan explores humanity’s evolving understanding of the Milky Way and our place in the universe.
  • E. Post Tenebras Lux
    Post Tenebras Lux is a Latin motto meaning "After darkness, light," historically associated with the Protestant Reformation and symbolizing spiritual renewal and enlightenment.
  • 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_69a4932779b881908688590d59c71900 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49d2b98d08190a1c1e8659efdfd75 completed March 1, 2026, 8:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69a51f36ab388190a418f6d4ffe91d66 completed March 2, 2026, 5:25 a.m.
NEDg Description generation batch_69a51fed5cf881908565dfb8c798807a completed March 2, 2026, 5:28 a.m.
NED2 Entity disambiguation (via description) batch_69a5206e05148190a1c8c65bad1a637a completed March 2, 2026, 5:30 a.m.
Created at: March 1, 2026, 7:35 p.m.