Triple

T7974664
Position Surface form Disambiguated ID Type / Status
Subject Lisa Bonet E185413 entity
Predicate notableWork P4 FINISHED
Object Biker Boyz
Biker Boyz is a 2003 action-drama film centered on rival African-American motorcycle clubs and underground street racing culture in California.
E703017 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: Biker Boyz | Statement: [Lisa Bonet, notableWork, Biker Boyz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Biker Boyz
Context triple: [Lisa Bonet, notableWork, Biker Boyz]
  • A. Gypsy Biker
    Gypsy Biker is a song by Bruce Springsteen, featured on his 2007 album "Magic," that reflects on loss, war, and the disillusionment of the American working class.
  • B. City Boys
    "City Boys" is a popular Afrobeats song by Nigerian artist Burna Boy, known for its energetic production and confident, hedonistic lyrics.
  • C. Bad Boys
    Bad Boys is a 1995 action-comedy film starring Will Smith and Martin Lawrence as Miami detectives, known for its high-octane action, buddy-cop humor, and launch of a successful film franchise.
  • D. Killer B's
    Killer B's was the nickname for the Houston Astros’ core group of star hitters in the 1990s and early 2000s whose surnames began with “B,” including players like Jeff Bagwell, Craig Biggio, and Lance Berkman.
  • E. Roadie
    Roadie is a 1980 rock-comedy film starring Meat Loaf as a Texas truck driver who becomes an unlikely road crew legend in the music world.
  • 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: Biker Boyz
Triple: [Lisa Bonet, notableWork, Biker Boyz]
Generated description
Biker Boyz is a 2003 action-drama film centered on rival African-American motorcycle clubs and underground street racing culture in California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Biker Boyz
Target entity description: Biker Boyz is a 2003 action-drama film centered on rival African-American motorcycle clubs and underground street racing culture in California.
  • A. Gypsy Biker
    Gypsy Biker is a song by Bruce Springsteen, featured on his 2007 album "Magic," that reflects on loss, war, and the disillusionment of the American working class.
  • B. City Boys
    "City Boys" is a popular Afrobeats song by Nigerian artist Burna Boy, known for its energetic production and confident, hedonistic lyrics.
  • C. Bad Boys
    Bad Boys is a 1995 action-comedy film starring Will Smith and Martin Lawrence as Miami detectives, known for its high-octane action, buddy-cop humor, and launch of a successful film franchise.
  • D. Killer B's
    Killer B's was the nickname for the Houston Astros’ core group of star hitters in the 1990s and early 2000s whose surnames began with “B,” including players like Jeff Bagwell, Craig Biggio, and Lance Berkman.
  • E. Roadie
    Roadie is a 1980 rock-comedy film starring Meat Loaf as a Texas truck driver who becomes an unlikely road crew legend in the music world.
  • 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_69ca829851908190b4e03829353ee7c3 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3bf42a508190bb661fce34ec0151 completed March 31, 2026, 3:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe0bb089881909d3ec17a3330ce25 completed March 31, 2026, 2:56 p.m.
NEDg Description generation batch_69cbe43d29f8819080f7d729c4f28c75 completed March 31, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69cc32e2e1c48190b86218bff9af99f5 completed March 31, 2026, 8:47 p.m.
Created at: March 30, 2026, 5:14 p.m.