Triple

T5163825
Position Surface form Disambiguated ID Type / Status
Subject Hurley E116500 entity
Predicate hasNotableBearer P458 FINISHED
Object Steve Hurley
Steve Hurley is an American DJ, producer, and remixer known as a pioneering figure in Chicago house music.
 E499945 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: Steve Hurley | Statement: [Hurley, hasNotableBearer, Steve Hurley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Steve Hurley
Context triple: [Hurley, hasNotableBearer, Steve Hurley]
  • A. Steve Hubbell
    Steve Hubbell is a minor character in Tennessee Williams' play "A Streetcar Named Desire," depicted as a working-class neighbor and poker buddy of Stanley Kowalski.
  • B. Ed Vargo
    Ed Vargo was a prominent Major League Baseball umpire who worked in the National League for over two decades and officiated multiple World Series and All-Star Games.
  • C. Phil Stong
    Phil Stong was an American novelist and journalist best known for his 1932 novel "State Fair," which inspired multiple film adaptations.
  • D. Cliff Martinez
    Cliff Martinez is an American film composer and former drummer known for his atmospheric, minimalist scores for directors like Steven Soderbergh and Nicolas Winding Refn.
  • E. Tim Herlihy
    Tim Herlihy is an American screenwriter and producer best known for his long-running collaboration with Adam Sandler on numerous comedy films.
  • 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: Steve Hurley
Triple: [Hurley, hasNotableBearer, Steve Hurley]
Generated description
Steve Hurley is an American DJ, producer, and remixer known as a pioneering figure in Chicago house music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Steve Hurley
Target entity description: Steve Hurley is an American DJ, producer, and remixer known as a pioneering figure in Chicago house music.
  • A. Steve Hubbell
    Steve Hubbell is a minor character in Tennessee Williams' play "A Streetcar Named Desire," depicted as a working-class neighbor and poker buddy of Stanley Kowalski.
  • B. Ed Vargo
    Ed Vargo was a prominent Major League Baseball umpire who worked in the National League for over two decades and officiated multiple World Series and All-Star Games.
  • C. Phil Stong
    Phil Stong was an American novelist and journalist best known for his 1932 novel "State Fair," which inspired multiple film adaptations.
  • D. Cliff Martinez
    Cliff Martinez is an American film composer and former drummer known for his atmospheric, minimalist scores for directors like Steven Soderbergh and Nicolas Winding Refn.
  • E. Tim Herlihy
    Tim Herlihy is an American screenwriter and producer best known for his long-running collaboration with Adam Sandler on numerous comedy films.
  • 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_69bd445edb3881909b93b34d260717fc completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7927a348819082ad531955cdf30d completed March 20, 2026, 4:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed933abd88190981cb16189685b8f completed March 21, 2026, 5:45 p.m.
NEDg Description generation batch_69beda793fbc819098386f6d7633df95 completed March 21, 2026, 5:50 p.m.
NED2 Entity disambiguation (via description) batch_69bedadb77dc81909604133f25977f35 completed March 21, 2026, 5:52 p.m.
Created at: March 20, 2026, 1:44 p.m.