Triple

T18415073
Position Surface form Disambiguated ID Type / Status
Subject Plan B E441863 entity
Predicate debutAlbum P3278 FINISHED
Object "Who Needs Actions When You Got Words"
"Who Needs Actions When You Got Words" is the gritty, socially conscious hip hop debut album by British rapper Plan B, noted for its raw storytelling and dark, acoustic-rap style.
 E1322933 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: "Who Needs Actions When You Got Words" | Statement: [Plan B, debutAlbum, "Who Needs Actions When You Got Words"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: "Who Needs Actions When You Got Words"
Context triple: [Plan B, debutAlbum, "Who Needs Actions When You Got Words"]
  • A. No More Words
    "No More Words" is a memoir by Reeve Lindbergh reflecting on the final years and declining health of her mother, aviator and author Anne Morrow Lindbergh.
  • B. These Are the Words
    "These Are the Words" is a song by British singer-songwriter James Blunt from his 2010 studio album "Some Kind of Trouble."
  • C. These Are the Words
    These Are the Words is a poetry collection by contemporary writer Nikita Gill that explores themes of empowerment, healing, and self-discovery, particularly for young women and marginalized voices.
  • D. I Don’t Need Your Word
    "I Don’t Need Your Word" is a song by the artist Best Kept Secret.
  • E. Deeds Not Words
    Deeds Not Words is the English motto of Fayetteville State University, emphasizing action and tangible achievement over mere rhetoric.
  • 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: "Who Needs Actions When You Got Words"
Triple: [Plan B, debutAlbum, "Who Needs Actions When You Got Words"]
Generated description
"Who Needs Actions When You Got Words" is the gritty, socially conscious hip hop debut album by British rapper Plan B, noted for its raw storytelling and dark, acoustic-rap style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: "Who Needs Actions When You Got Words"
Target entity description: "Who Needs Actions When You Got Words" is the gritty, socially conscious hip hop debut album by British rapper Plan B, noted for its raw storytelling and dark, acoustic-rap style.
  • A. No More Words
    "No More Words" is a memoir by Reeve Lindbergh reflecting on the final years and declining health of her mother, aviator and author Anne Morrow Lindbergh.
  • B. These Are the Words
    "These Are the Words" is a song by British singer-songwriter James Blunt from his 2010 studio album "Some Kind of Trouble."
  • C. These Are the Words
    These Are the Words is a poetry collection by contemporary writer Nikita Gill that explores themes of empowerment, healing, and self-discovery, particularly for young women and marginalized voices.
  • D. I Don’t Need Your Word
    "I Don’t Need Your Word" is a song by the artist Best Kept Secret.
  • E. Deeds Not Words
    Deeds Not Words is the English motto of Fayetteville State University, emphasizing action and tangible achievement over mere rhetoric.
  • 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.