Triple

T17747028
Position Surface form Disambiguated ID Type / Status
Subject Once More, with Feeling E443013 entity
Predicate notableSong P4 FINISHED
Object I’ve Got a Theory
"I’ve Got a Theory" is a comedic ensemble song from the musical episode "Once More, with Feeling" of Buffy the Vampire Slayer, in which the characters speculate through song about the supernatural cause of their sudden need to sing.
E1285927 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: I’ve Got a Theory | Statement: [Once More, with Feeling, notableSong, I’ve Got a Theory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: I’ve Got a Theory
Context triple: [Once More, with Feeling, notableSong, I’ve Got a Theory]
  • A. After Theory
    After Theory is a 2003 book by literary critic Terry Eagleton that reflects on the rise and limitations of postmodern cultural theory and argues for a renewed, politically engaged form of criticism.
  • B. We Got Something They Don't
    "We Got Something They Don't" is a country song by American artist Shania Twain from her 2017 album "Now."
  • C. I Figured It Out
    "I Figured It Out" is a musical theme from Alan Silvestri’s score for the Marvel film Avengers: Endgame, accompanying key emotional and narrative moments in the movie.
  • D. Of Course
    "Of Course" is a short story by Shirley Jackson, included in her collection *The Lottery and Other Stories*, that showcases her characteristic blend of domestic realism and unsettling psychological tension.
  • E. What I've Got in Mind
    "What I've Got in Mind" is a country music song popularized by American singer Billie Jo Spears, known for its smooth, intimate vocal style and romantic, reflective lyrics.
  • 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: I’ve Got a Theory
Triple: [Once More, with Feeling, notableSong, I’ve Got a Theory]
Generated description
"I’ve Got a Theory" is a comedic ensemble song from the musical episode "Once More, with Feeling" of Buffy the Vampire Slayer, in which the characters speculate through song about the supernatural cause of their sudden need to sing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: I’ve Got a Theory
Target entity description: "I’ve Got a Theory" is a comedic ensemble song from the musical episode "Once More, with Feeling" of Buffy the Vampire Slayer, in which the characters speculate through song about the supernatural cause of their sudden need to sing.
  • A. After Theory
    After Theory is a 2003 book by literary critic Terry Eagleton that reflects on the rise and limitations of postmodern cultural theory and argues for a renewed, politically engaged form of criticism.
  • B. We Got Something They Don't
    "We Got Something They Don't" is a country song by American artist Shania Twain from her 2017 album "Now."
  • C. I Figured It Out
    "I Figured It Out" is a musical theme from Alan Silvestri’s score for the Marvel film Avengers: Endgame, accompanying key emotional and narrative moments in the movie.
  • D. Of Course
    "Of Course" is a short story by Shirley Jackson, included in her collection *The Lottery and Other Stories*, that showcases her characteristic blend of domestic realism and unsettling psychological tension.
  • E. What I've Got in Mind
    "What I've Got in Mind" is a country music song popularized by American singer Billie Jo Spears, known for its smooth, intimate vocal style and romantic, reflective lyrics.
  • 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_69d8b9ed3a2081909b2ec0d4dd2f4c37 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e47ad33160819093c9bbd3c8957314 completed April 19, 2026, 6:48 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02430296708190a2e68097b69f2f37 completed May 11, 2026, 8:58 p.m.
NEDg Description generation batch_6a024810afec8190bfe11b35bb1853ac completed May 11, 2026, 9:20 p.m.
NED2 Entity disambiguation (via description) batch_6a0248e4d7548190b23a70068868b2f9 completed May 11, 2026, 9:23 p.m.
Created at: April 10, 2026, 10:09 a.m.