Triple

T10404723
Position Surface form Disambiguated ID Type / Status
Subject Schoolboy Q E245231 entity
Predicate notableWork P4 FINISHED
Object Setbacks
Setbacks is the debut studio album by American rapper Schoolboy Q, showcasing his early West Coast hip-hop style and affiliation with Top Dawg Entertainment.
 E861794 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: Setbacks | Statement: [Schoolboy Q, notableWork, Setbacks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Setbacks
Context triple: [Schoolboy Q, notableWork, Setbacks]
  • A. Barriers
    Barriers is a 1986 book by Noam Chomsky that develops key aspects of generative syntax, particularly within the Government and Binding framework, by introducing the concept of "barriers" to syntactic movement.
  • B. Settle
    Settle is a small market town in North Yorkshire, England, known as a gateway to the Yorkshire Dales and the scenic Settle–Carlisle railway.
  • C. The Settlement
    The Settlement is the main inhabited village of Edinburgh of the Seven Seas, the remote capital of Tristan da Cunha in the South Atlantic Ocean.
  • D. Slippery Slopes
    Slippery Slopes is a component or segment of "The Voyager," likely representing a distinct section, level, or feature within that larger work or structure.
  • E. Leaving the City
    "Leaving the City" is a song by the American indie rock band Divers.
  • 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: Setbacks
Triple: [Schoolboy Q, notableWork, Setbacks]
Generated description
Setbacks is the debut studio album by American rapper Schoolboy Q, showcasing his early West Coast hip-hop style and affiliation with Top Dawg Entertainment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Setbacks
Target entity description: Setbacks is the debut studio album by American rapper Schoolboy Q, showcasing his early West Coast hip-hop style and affiliation with Top Dawg Entertainment.
  • A. Barriers
    Barriers is a 1986 book by Noam Chomsky that develops key aspects of generative syntax, particularly within the Government and Binding framework, by introducing the concept of "barriers" to syntactic movement.
  • B. Settle
    Settle is a small market town in North Yorkshire, England, known as a gateway to the Yorkshire Dales and the scenic Settle–Carlisle railway.
  • C. The Settlement
    The Settlement is the main inhabited village of Edinburgh of the Seven Seas, the remote capital of Tristan da Cunha in the South Atlantic Ocean.
  • D. Slippery Slopes
    Slippery Slopes is a component or segment of "The Voyager," likely representing a distinct section, level, or feature within that larger work or structure.
  • E. Leaving the City
    "Leaving the City" is a song by the American indie rock band Divers.
  • 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_69d381be340c8190b05998703d42d224 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e9e5fb58819081d7d3e1dc625197 completed April 7, 2026, 11:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69d7fbe721b48190a4fd0c1d839c580e completed April 9, 2026, 7:20 p.m.
NEDg Description generation batch_69d822d597088190bf3dca85e1ddb890 completed April 9, 2026, 10:06 p.m.
NED2 Entity disambiguation (via description) batch_69d859cc1aac8190ab232bb4e4e4fac1 completed April 10, 2026, 2 a.m.
Created at: April 6, 2026, 12:08 p.m.