Triple

T18415066
Position Surface form Disambiguated ID Type / Status
Subject Plan B E441863 entity
Predicate notableWork P4 FINISHED
Object album "Who Needs Actions When You Got Words"
"Who Needs Actions When You Got Words" is the gritty, socially conscious debut studio album by British rapper and singer Plan B, blending hip hop with dark, narrative-driven lyrics.
 E1322926 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: album "Who Needs Actions When You Got Words" | Statement: [Plan B, notableWork, album "Who Needs Actions When You Got Words"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: album "Who Needs Actions When You Got Words"
Context triple: [Plan B, notableWork, album "Who Needs Actions When You Got Words"]
  • A. album "The Emancipation Procrastination"
    "The Emancipation Procrastination" is a 2017 jazz album by trumpeter Christian Scott aTunde Adjuah that blends modern jazz with elements of hip-hop, R&B, and African rhythms as part of his "Centennial Trilogy."
  • B. album "Whut? Thee Album"
    "Whut? Thee Album" is the 1992 debut studio album by American rapper Redman, celebrated as a classic of East Coast hip hop for its funk-influenced production and humorous, energetic lyricism.
  • C. album "Nigga Please"
    "Nigga Please" is the second solo studio album by Wu-Tang Clan rapper Ol' Dirty Bastard, known for its eccentric style, offbeat humor, and unconventional production.
  • D. album "Da Game Is to Be Sold, Not to Be Told"
    "Da Game Is to Be Sold, Not to Be Told" is a 1998 studio album by Snoop Dogg that marked his debut on No Limit Records and a stylistic shift in his West Coast hip-hop career.
  • E. album "Smack Up"
    "Smack Up" is a 1960 jazz album by alto saxophonist Art Pepper, noted for its hard bop style and expressive improvisation.
  • 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: album "Who Needs Actions When You Got Words"
Triple: [Plan B, notableWork, album "Who Needs Actions When You Got Words"]
Generated description
"Who Needs Actions When You Got Words" is the gritty, socially conscious debut studio album by British rapper and singer Plan B, blending hip hop with dark, narrative-driven lyrics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: album "Who Needs Actions When You Got Words"
Target entity description: "Who Needs Actions When You Got Words" is the gritty, socially conscious debut studio album by British rapper and singer Plan B, blending hip hop with dark, narrative-driven lyrics.
  • A. album "The Emancipation Procrastination"
    "The Emancipation Procrastination" is a 2017 jazz album by trumpeter Christian Scott aTunde Adjuah that blends modern jazz with elements of hip-hop, R&B, and African rhythms as part of his "Centennial Trilogy."
  • B. album "Whut? Thee Album"
    "Whut? Thee Album" is the 1992 debut studio album by American rapper Redman, celebrated as a classic of East Coast hip hop for its funk-influenced production and humorous, energetic lyricism.
  • C. album "Nigga Please"
    "Nigga Please" is the second solo studio album by Wu-Tang Clan rapper Ol' Dirty Bastard, known for its eccentric style, offbeat humor, and unconventional production.
  • D. album "Da Game Is to Be Sold, Not to Be Told"
    "Da Game Is to Be Sold, Not to Be Told" is a 1998 studio album by Snoop Dogg that marked his debut on No Limit Records and a stylistic shift in his West Coast hip-hop career.
  • E. album "Smack Up"
    "Smack Up" is a 1960 jazz album by alto saxophonist Art Pepper, noted for its hard bop style and expressive improvisation.
  • 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_69d8b9eb8a508190a942fd75ebd8b1dc completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e51a278fdc8190aa81a2ade682d942 completed April 19, 2026, 6:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03e24df9c08190af07a90f394bfc06 completed May 13, 2026, 2:30 a.m.
NEDg Description generation batch_6a03e6ca2b088190be240bbfe131d9d4 completed May 13, 2026, 2:49 a.m.
NED2 Entity disambiguation (via description) batch_6a03e71c8e9881909000ee5855afbd1d completed May 13, 2026, 2:51 a.m.
Created at: April 10, 2026, 10:47 a.m.