Triple

T1280394
Position Surface form Disambiguated ID Type / Status
Subject Tupac Shakur E27310 entity
Predicate filmography P15620 FINISHED
Object Gridlock'd
Gridlock'd is a 1997 dark comedy-drama film starring Tupac Shakur and Tim Roth as heroin-addicted musicians struggling to navigate a dysfunctional bureaucracy while trying to enter rehab.
E146133 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: Gridlock'd | Statement: [Tupac Shakur, filmography, Gridlock'd]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gridlock'd
Context triple: [Tupac Shakur, filmography, Gridlock'd]
  • A. Stakeout
    "Stakeout" is a 1987 American buddy-cop comedy thriller film starring Richard Dreyfuss and Emilio Estevez as detectives assigned to surveil an escaped convict’s ex-girlfriend.
  • B. The Burbs
    The Burbs is a 1989 dark comedy film starring Tom Hanks that satirizes suburban paranoia as neighbors grow suspicious of a mysterious new family on their cul-de-sac.
  • C. Get Out of Your Own Way
    "Get Out of Your Own Way" is a song by the Irish rock band U2 from their 2017 album *Songs of Experience*, noted for its anthemic sound and politically charged lyrics.
  • D. Caught Up
    "Caught Up" is a soulful R&B track by John Legend from his album *Love in the Future*, showcasing his smooth vocals and romantic, introspective lyricism.
  • E. Miracle Mile
    Miracle Mile is a historic, museum-rich commercial and cultural district in Los Angeles known for its Art Deco architecture and role as a major urban thoroughfare.
  • 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: Gridlock'd
Triple: [Tupac Shakur, filmography, Gridlock'd]
Generated description
Gridlock'd is a 1997 dark comedy-drama film starring Tupac Shakur and Tim Roth as heroin-addicted musicians struggling to navigate a dysfunctional bureaucracy while trying to enter rehab.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gridlock'd
Target entity description: Gridlock'd is a 1997 dark comedy-drama film starring Tupac Shakur and Tim Roth as heroin-addicted musicians struggling to navigate a dysfunctional bureaucracy while trying to enter rehab.
  • A. Stakeout
    "Stakeout" is a 1987 American buddy-cop comedy thriller film starring Richard Dreyfuss and Emilio Estevez as detectives assigned to surveil an escaped convict’s ex-girlfriend.
  • B. The Burbs
    The Burbs is a 1989 dark comedy film starring Tom Hanks that satirizes suburban paranoia as neighbors grow suspicious of a mysterious new family on their cul-de-sac.
  • C. Get Out of Your Own Way
    "Get Out of Your Own Way" is a song by the Irish rock band U2 from their 2017 album *Songs of Experience*, noted for its anthemic sound and politically charged lyrics.
  • D. Caught Up
    "Caught Up" is a soulful R&B track by John Legend from his album *Love in the Future*, showcasing his smooth vocals and romantic, introspective lyricism.
  • E. Miracle Mile
    Miracle Mile is a historic, museum-rich commercial and cultural district in Los Angeles known for its Art Deco architecture and role as a major urban thoroughfare.
  • 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_69a496d3710c8190955dee8bc0dacb50 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c48bec548190b25d4a74b323cc1b completed March 1, 2026, 10:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69aca2fb746881909ac7a8dd672fc939 completed March 7, 2026, 10:13 p.m.
NEDg Description generation batch_69aca3752a3c81908bd6d9744ad5f5a2 completed March 7, 2026, 10:15 p.m.
NED2 Entity disambiguation (via description) batch_69aca3e44bf481908c5726adddc4b428 completed March 7, 2026, 10:17 p.m.
Created at: March 1, 2026, 7:50 p.m.