Triple

T3528925
Position Surface form Disambiguated ID Type / Status
Subject Andy Bernard E74608 entity
Predicate introducedInEpisode P16444 FINISHED
Object “Gay Witch Hunt”
“Gay Witch Hunt” is a season three episode of the U.S. television series The Office that marks the introduction of Andy Bernard and centers on Michael Scott’s misguided attempt to address workplace homosexuality.
E365752 NE FINISHED

How this triple was built (5 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: “Gay Witch Hunt” | Statement: [Andy Bernard, introducedInEpisode, “Gay Witch Hunt”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “Gay Witch Hunt”
Context triple: [Andy Bernard, introducedInEpisode, “Gay Witch Hunt”]
  • A. The Witches: Salem, 1692
    The Witches: Salem, 1692 is a historical nonfiction book by Stacy Schiff that offers a detailed, narrative reconstruction of the Salem witch trials and their social and cultural context.
  • B. "Howl" obscenity trial
    The "Howl" obscenity trial was a landmark 1957 U.S. court case that tested the limits of literary free speech by challenging whether Allen Ginsberg’s poem "Howl" was legally obscene, ultimately affirming its protection under the First Amendment.
  • C. Burn the Witch
    "Burn the Witch" is a 2016 Radiohead song known for its tense, orchestral arrangement and politically charged lyrics critiquing authoritarianism and social paranoia.
  • D. Crimes Against Nature
    "Crimes Against Nature" is a nonfiction book by environmental lawyer Robert F. Kennedy Jr. that critiques corporate pollution and government complicity in environmental degradation.
  • E. Witches' Sabbath (The Great He-Goat)
    Witches' Sabbath (The Great He-Goat) is a haunting oil mural by Francisco Goya depicting a demonic goat presiding over a coven of witches, created as part of his late, dark series known as the Black Paintings.
  • 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: “Gay Witch Hunt”
Triple: [Andy Bernard, introducedInEpisode, “Gay Witch Hunt”]
Generated description
“Gay Witch Hunt” is a season three episode of the U.S. television series The Office that marks the introduction of Andy Bernard and centers on Michael Scott’s misguided attempt to address workplace homosexuality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: “Gay Witch Hunt”
Target entity description: “Gay Witch Hunt” is a season three episode of the U.S. television series The Office that marks the introduction of Andy Bernard and centers on Michael Scott’s misguided attempt to address workplace homosexuality.
  • A. The Witches: Salem, 1692
    The Witches: Salem, 1692 is a historical nonfiction book by Stacy Schiff that offers a detailed, narrative reconstruction of the Salem witch trials and their social and cultural context.
  • B. "Howl" obscenity trial
    The "Howl" obscenity trial was a landmark 1957 U.S. court case that tested the limits of literary free speech by challenging whether Allen Ginsberg’s poem "Howl" was legally obscene, ultimately affirming its protection under the First Amendment.
  • C. Burn the Witch
    "Burn the Witch" is a 2016 Radiohead song known for its tense, orchestral arrangement and politically charged lyrics critiquing authoritarianism and social paranoia.
  • D. Crimes Against Nature
    "Crimes Against Nature" is a nonfiction book by environmental lawyer Robert F. Kennedy Jr. that critiques corporate pollution and government complicity in environmental degradation.
  • E. Witches' Sabbath (The Great He-Goat)
    Witches' Sabbath (The Great He-Goat) is a haunting oil mural by Francisco Goya depicting a demonic goat presiding over a coven of witches, created as part of his late, dark series known as the Black Paintings.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: introducedInEpisode
Context triple: [Andy Bernard, introducedInEpisode, “Gay Witch Hunt”]
  • A. introducedOnTV
    Indicates that an entity was first presented, revealed, or made known to the public through a television broadcast.
  • B. firstAppearanceEpisode chosen
    Indicates the specific episode in which an entity (such as a character or item) is shown or mentioned for the first time.
  • C. firstMentionedInSeries
    Indicates the work, episode, or installment in a series where a given entity is introduced or appears for the first time.
  • D. introducedDuring
    Indicates that one entity was first brought into existence, use, or awareness within the time period, event, or context specified by the other entity.
  • E. introducedFor
    Indicates that one entity was presented or brought to the attention of another entity for a specific purpose or role.
  • F. None of above.

Provenance (6 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_69ad85d1a3948190931fd1ea1f49717b completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbc6e9188819093480b39f263ce75 completed March 8, 2026, 6:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69b37e93c1988190a9ab7698bf63e8e6 completed March 13, 2026, 3:03 a.m.
NEDg Description generation batch_69b380a6b6ec8190be0741cb9535b650 completed March 13, 2026, 3:12 a.m.
NED2 Entity disambiguation (via description) batch_69b3812927e48190a84f3c7fa55d070a completed March 13, 2026, 3:14 a.m.
PD Predicate disambiguation batch_69adae121a048190b03825a001d21f49 completed March 8, 2026, 5:12 p.m.
Created at: March 8, 2026, 3:19 p.m.