Triple

T14956461
Position Surface form Disambiguated ID Type / Status
Subject DeRay Davis E372941 entity
Predicate notableWork P4 FINISHED
Object How to Act Black (stand-up special)
"How to Act Black" is a stand-up comedy special by DeRay Davis that showcases his energetic storytelling and sharp observations on race, culture, and everyday life.
E1129235 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: How to Act Black (stand-up special) | Statement: [DeRay Davis, notableWork, How to Act Black (stand-up special)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: How to Act Black (stand-up special)
Context triple: [DeRay Davis, notableWork, How to Act Black (stand-up special)]
  • A. Freaked Out (stand-up special)
    Freaked Out is a stand-up comedy special by American comedian Tom Papa, showcasing his observational humor and storytelling about everyday life and modern anxieties.
  • B. No One Loves You (stand-up special)
    "No One Loves You" is a stand-up comedy special by Roy Wood Jr. that showcases his sharp social commentary and observational humor.
  • C. Delirious (stand-up special)
    Delirious is Eddie Murphy’s groundbreaking 1983 stand-up comedy special, famous for its edgy, high-energy routines and major influence on modern stand-up.
  • D. You’re Doing Great! (stand-up special)
    "You’re Doing Great!" is a stand-up comedy special by American comedian Tom Papa that focuses on reassuring, observational humor about everyday life and modern anxieties.
  • E. Dice (HBO stand-up special)
    Dice (HBO stand-up special) is a 1989 HBO comedy concert film featuring Andrew Dice Clay’s controversial, profanity-laced stand-up routine that helped cement his peak popularity and notoriety.
  • 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: How to Act Black (stand-up special)
Triple: [DeRay Davis, notableWork, How to Act Black (stand-up special)]
Generated description
"How to Act Black" is a stand-up comedy special by DeRay Davis that showcases his energetic storytelling and sharp observations on race, culture, and everyday life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: How to Act Black (stand-up special)
Target entity description: "How to Act Black" is a stand-up comedy special by DeRay Davis that showcases his energetic storytelling and sharp observations on race, culture, and everyday life.
  • A. stand-up special Playin' with Your Head
    "Playin' with Your Head" is a 1986 HBO stand-up comedy special by George Carlin, showcasing his sharp observational humor and wordplay.
  • B. Freaked Out (stand-up special)
    Freaked Out is a stand-up comedy special by American comedian Tom Papa, showcasing his observational humor and storytelling about everyday life and modern anxieties.
  • C. No One Loves You (stand-up special)
    "No One Loves You" is a stand-up comedy special by Roy Wood Jr. that showcases his sharp social commentary and observational humor.
  • D. Delirious (stand-up special)
    Delirious is Eddie Murphy’s groundbreaking 1983 stand-up comedy special, famous for its edgy, high-energy routines and major influence on modern stand-up.
  • E. You’re Doing Great! (stand-up special)
    "You’re Doing Great!" is a stand-up comedy special by American comedian Tom Papa that focuses on reassuring, observational humor about everyday life and modern anxieties.
  • 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_69d85cca979481908747d2a81eba1cea completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded6cc73848190ac181782b20dc838 completed April 15, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe7e9e74fc8190bdd10a25c39829f3 completed May 9, 2026, 12:23 a.m.
NEDg Description generation batch_69fe83269020819085b904e080578580 completed May 9, 2026, 12:43 a.m.
NED2 Entity disambiguation (via description) batch_69fe83ccc73881909c28c53052c4cd86 completed May 9, 2026, 12:46 a.m.
Created at: April 10, 2026, 2:40 a.m.