Triple

T8346318
Position Surface form Disambiguated ID Type / Status
Subject Fred Williamson E196043 entity
Predicate notableWork P4 FINISHED
Object Original Gangstas
Original Gangstas is a 1996 action film that reunites several iconic blaxploitation stars, including Fred Williamson, in a story about vigilante justice in a crime-ridden neighborhood.
E728515 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: Original Gangstas | Statement: [Fred Williamson, notableWork, Original Gangstas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Original Gangstas
Context triple: [Fred Williamson, notableWork, Original Gangstas]
  • A. Gangsta
    "Gangsta" is a dark, moody R&B track by Kehlani best known for its inclusion on the soundtrack of the film *Suicide Squad*.
  • B. Gangsta Grillz
    Gangsta Grillz is a popular mixtape series and brand created by DJ Drama, known for its influential role in 2000s hip-hop and Southern rap.
  • C. Gangsta Gangsta
    "Gangsta Gangsta" is a seminal hardcore hip hop track by N.W.A that vividly portrays street life and helped define the sound and attitude of West Coast gangsta rap in the late 1980s.
  • D. Green Gang
    The Green Gang was a powerful Chinese criminal organization based in Shanghai that wielded significant political influence in the early 20th century through its ties to nationalist leaders and involvement in organized crime.
  • E. 10 Lil’ Crips
    10 Lil’ Crips is a track by Snoop Dogg from his album "Tha Blue Carpet Treatment," known for its West Coast gangsta rap style and storytelling.
  • 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: Original Gangstas
Triple: [Fred Williamson, notableWork, Original Gangstas]
Generated description
Original Gangstas is a 1996 action film that reunites several iconic blaxploitation stars, including Fred Williamson, in a story about vigilante justice in a crime-ridden neighborhood.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Original Gangstas
Target entity description: Original Gangstas is a 1996 action film that reunites several iconic blaxploitation stars, including Fred Williamson, in a story about vigilante justice in a crime-ridden neighborhood.
  • A. Gangsta
    "Gangsta" is a dark, moody R&B track by Kehlani best known for its inclusion on the soundtrack of the film *Suicide Squad*.
  • B. Gangsta Grillz
    Gangsta Grillz is a popular mixtape series and brand created by DJ Drama, known for its influential role in 2000s hip-hop and Southern rap.
  • C. Gangsta Gangsta
    "Gangsta Gangsta" is a seminal hardcore hip hop track by N.W.A that vividly portrays street life and helped define the sound and attitude of West Coast gangsta rap in the late 1980s.
  • D. Green Gang
    The Green Gang was a powerful Chinese criminal organization based in Shanghai that wielded significant political influence in the early 20th century through its ties to nationalist leaders and involvement in organized crime.
  • E. 10 Lil’ Crips
    10 Lil’ Crips is a track by Snoop Dogg from his album "Tha Blue Carpet Treatment," known for its West Coast gangsta rap style and storytelling.
  • 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_69ca82edd63c8190b876b8465464c5fa completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb8013d81c81908da48466cffb3939 completed March 31, 2026, 8:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cdc73ccfb481908d0d189362404e09 completed April 2, 2026, 1:32 a.m.
NEDg Description generation batch_69cdcb90bec88190a2c19681405aa13e completed April 2, 2026, 1:51 a.m.
NED2 Entity disambiguation (via description) batch_69cdcd0fc9488190a0a576c385b9bc1f completed April 2, 2026, 1:57 a.m.
Created at: March 30, 2026, 5:58 p.m.