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.