Triple

T6999510
Position Surface form Disambiguated ID Type / Status
Subject Margaret Cho E162297 entity
Predicate notableWork P4 FINISHED
Object PsyCHO
PsyCHO is a stand-up comedy special by Margaret Cho that showcases her sharp, provocative humor and personal storytelling.
E634574 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: PsyCHO | Statement: [Margaret Cho, notableWork, PsyCHO]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: PsyCHO
Context triple: [Margaret Cho, notableWork, PsyCHO]
  • A. Psy
    Psy is a South Korean singer and entertainer best known internationally for his viral hit song and music video "Gangnam Style."
  • B. Psychiko
    Psychiko is an affluent suburban municipality in the northern part of Athens, Greece, known for its upscale residential character and diplomatic presence.
  • C. Psycadelik Thoughtz
    Psycadelik Thoughtz is a genre-blending project by rapper and producer B.o.B that explores experimental, psychedelic sounds and themes.
  • D. Neurosis
    Neurosis is an influential American experimental metal band known for pioneering atmospheric and post-metal sounds that blend sludge, hardcore, and ambient elements.
  • E. Psycho Circus
    Psycho Circus is a 1998 hard rock album by the American band Kiss, known for reuniting the original lineup and incorporating a theatrical, carnival-like theme.
  • 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: PsyCHO
Triple: [Margaret Cho, notableWork, PsyCHO]
Generated description
PsyCHO is a stand-up comedy special by Margaret Cho that showcases her sharp, provocative humor and personal storytelling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: PsyCHO
Target entity description: PsyCHO is a stand-up comedy special by Margaret Cho that showcases her sharp, provocative humor and personal storytelling.
  • A. Psy
    Psy is a South Korean singer and entertainer best known internationally for his viral hit song and music video "Gangnam Style."
  • B. Psychiko
    Psychiko is an affluent suburban municipality in the northern part of Athens, Greece, known for its upscale residential character and diplomatic presence.
  • C. Psycadelik Thoughtz
    Psycadelik Thoughtz is a genre-blending project by rapper and producer B.o.B that explores experimental, psychedelic sounds and themes.
  • D. Neurosis
    Neurosis is an influential American experimental metal band known for pioneering atmospheric and post-metal sounds that blend sludge, hardcore, and ambient elements.
  • E. Psycho Circus
    Psycho Circus is a 1998 hard rock album by the American band Kiss, known for reuniting the original lineup and incorporating a theatrical, carnival-like theme.
  • 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_69c68857ffc08190857dc62cd5253777 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dc0e54c88190b092870f2d128510 completed March 27, 2026, 7:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c76a2c510c8190b7c86f8b399388ae completed March 28, 2026, 5:42 a.m.
NEDg Description generation batch_69c76b1d881481908ef5a6614246ca1e completed March 28, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69c76be95ecc8190a57ff197f236d434 completed March 28, 2026, 5:49 a.m.
Created at: March 27, 2026, 2:33 p.m.