Triple

T13109478
Position Surface form Disambiguated ID Type / Status
Subject Hacks E310932 entity
Predicate featuresCharacter P626 FINISHED
Object DJ Vance
DJ Vance is a fictional character from the television series "Hacks," appearing as part of the show's comedic exploration of the entertainment industry.
E1021511 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: DJ Vance | Statement: [Hacks, featuresCharacter, DJ Vance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DJ Vance
Context triple: [Hacks, featuresCharacter, DJ Vance]
  • A. DJ Enuff
    DJ Enuff is an American hip-hop DJ and producer best known as a member of The Notorious B.I.G.’s production circle and a prominent New York radio personality.
  • B. DJ Kaywise
    DJ Kaywise is a popular Nigerian disc jockey and music producer known for his hit street anthems, mixtapes, and collaborations with top Afrobeats artists.
  • C. DJ Frank E
    DJ Frank E is an American record producer and songwriter known for crafting pop and hip-hop hits for major artists across the 2000s and 2010s.
  • D. DJ Battlecat
    DJ Battlecat is a West Coast hip hop producer and DJ known for his signature G-funk sound and influential work with artists like Snoop Dogg and Xzibit.
  • E. DJ Lord
    DJ Lord is an American turntablist and hip hop DJ best known as the longtime touring and performance DJ for the influential rap group Public Enemy.
  • 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: DJ Vance
Triple: [Hacks, featuresCharacter, DJ Vance]
Generated description
DJ Vance is a fictional character from the television series "Hacks," appearing as part of the show's comedic exploration of the entertainment industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DJ Vance
Target entity description: DJ Vance is a fictional character from the television series "Hacks," appearing as part of the show's comedic exploration of the entertainment industry.
  • A. DJ Enuff
    DJ Enuff is an American hip-hop DJ and producer best known as a member of The Notorious B.I.G.’s production circle and a prominent New York radio personality.
  • B. DJ Kaywise
    DJ Kaywise is a popular Nigerian disc jockey and music producer known for his hit street anthems, mixtapes, and collaborations with top Afrobeats artists.
  • C. DJ Frank E
    DJ Frank E is an American record producer and songwriter known for crafting pop and hip-hop hits for major artists across the 2000s and 2010s.
  • D. DJ Battlecat
    DJ Battlecat is a West Coast hip hop producer and DJ known for his signature G-funk sound and influential work with artists like Snoop Dogg and Xzibit.
  • E. DJ Lord
    DJ Lord is an American turntablist and hip hop DJ best known as the longtime touring and performance DJ for the influential rap group Public Enemy.
  • 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_69d806a872d08190a329806f8ff30df4 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9817ce07881909ec552bf861ac175 completed April 10, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e27bd8fc8190a81130b7cb3a8bd8 completed May 3, 2026, 5:51 a.m.
NEDg Description generation batch_69f6e37023d48190ba6a0b790ed23370 completed May 3, 2026, 5:56 a.m.
NED2 Entity disambiguation (via description) batch_69f6e407dd988190b928b8931985a815 completed May 3, 2026, 5:58 a.m.
Created at: April 9, 2026, 9:05 p.m.