Triple

T21493499
Position Surface form Disambiguated ID Type / Status
Subject ScHoolboy Q E530293 entity
Predicate notableWork P4 FINISHED
Object Crash Talk
"Crash Talk" is a 2019 studio album by American rapper ScHoolboy Q that blends gritty West Coast hip-hop with introspective themes about fame, violence, and personal struggle.
E1487624 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: Crash Talk | Statement: [ScHoolboy Q, notableWork, Crash Talk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Crash Talk
Context triple: [ScHoolboy Q, notableWork, Crash Talk]
  • A. The Crash
    The Crash is a 1928 American drama film, best known as a silent-era production featuring actor William Janney.
  • B. Crashout
    Crashout is a 1955 American film noir crime drama about a group of escaped convicts on a violent quest for hidden loot.
  • C. Crash (album)
    Crash is a 1996 studio album by the Dave Matthews Band that became one of their most commercially successful and critically acclaimed releases, featuring hits like "Crash into Me."
  • D. Crash
    Crash is a controversial 1973 novel by J. G. Ballard that explores the eroticization of car crashes and the dark intersections of technology, violence, and desire.
  • E. Crash
    "Crash" is a song by David Byrne featured on his self-titled 1994 album, blending art rock and alternative influences characteristic of his solo work.
  • 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: Crash Talk
Triple: [ScHoolboy Q, notableWork, Crash Talk]
Generated description
"Crash Talk" is a 2019 studio album by American rapper ScHoolboy Q that blends gritty West Coast hip-hop with introspective themes about fame, violence, and personal struggle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Crash Talk
Target entity description: "Crash Talk" is a 2019 studio album by American rapper ScHoolboy Q that blends gritty West Coast hip-hop with introspective themes about fame, violence, and personal struggle.
  • A. The Crash
    The Crash is a 1928 American drama film, best known as a silent-era production featuring actor William Janney.
  • B. Crashout
    Crashout is a 1955 American film noir crime drama about a group of escaped convicts on a violent quest for hidden loot.
  • C. Crash (album)
    Crash is a 1996 studio album by the Dave Matthews Band that became one of their most commercially successful and critically acclaimed releases, featuring hits like "Crash into Me."
  • D. Crash
    Crash is a controversial 1973 novel by J. G. Ballard that explores the eroticization of car crashes and the dark intersections of technology, violence, and desire.
  • E. Crash
    "Crash" is a song by David Byrne featured on his self-titled 1994 album, blending art rock and alternative influences characteristic of his solo work.
  • 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_69e0c45bd15481909fba5910765cdda2 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e9ea54fb608190a147cd8aa6d6d04b completed April 23, 2026, 9:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09e1398efc8190a6465defb1715c2b completed May 17, 2026, 3:39 p.m.
NEDg Description generation batch_6a09e24c7da48190b7e19f709b3c0d79 completed May 17, 2026, 3:44 p.m.
NED2 Entity disambiguation (via description) batch_6a09e2c86858819092216c12d8aa3348 completed May 17, 2026, 3:46 p.m.
Created at: April 16, 2026, 6:23 p.m.