Triple

T4553904
Position Surface form Disambiguated ID Type / Status
Subject Salt-N-Pepa E120434 entity
Predicate notableAlbum P4 FINISHED
Object Very Necessary
Very Necessary is a 1993 hip hop album by Salt-N-Pepa that became their most commercially successful release, featuring hits like "Shoop" and "Whatta Man."
E452166 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: Very Necessary | Statement: [Salt-N-Pepa, notableAlbum, Very Necessary]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Very Necessary
Context triple: [Salt-N-Pepa, notableAlbum, Very Necessary]
  • A. Necessity
    "Necessity" is a song by lyricist E. Y. "Yip" Harburg, best known as part of his body of witty, socially conscious American popular music.
  • B. Vital
    Vital is a 2012 alternative rock album by American band Anberlin, known for its heavier sound and electronic influences.
  • C. Need to Know
    "Need to Know" is a sexually charged, futuristic R&B/hip-hop single by Doja Cat that gained widespread popularity for its catchy melody, bold lyrics, and viral music video.
  • D. Essential Quality
    Essential Quality is a champion American Thoroughbred racehorse known for winning the 2021 Belmont Stakes and Breeders’ Cup Juvenile while racing for Godolphin.
  • E. What Really Matters
    "What Really Matters" is a non-fiction book by journalist and author Tony Schwartz that explores the rise of the human potential movement and the search for meaning and fulfillment in modern life.
  • 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: Very Necessary
Triple: [Salt-N-Pepa, notableAlbum, Very Necessary]
Generated description
Very Necessary is a 1993 hip hop album by Salt-N-Pepa that became their most commercially successful release, featuring hits like "Shoop" and "Whatta Man."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Very Necessary
Target entity description: Very Necessary is a 1993 hip hop album by Salt-N-Pepa that became their most commercially successful release, featuring hits like "Shoop" and "Whatta Man."
  • A. Necessity
    "Necessity" is a song by lyricist E. Y. "Yip" Harburg, best known as part of his body of witty, socially conscious American popular music.
  • B. Vital
    Vital is a 2012 alternative rock album by American band Anberlin, known for its heavier sound and electronic influences.
  • C. Need to Know
    "Need to Know" is a sexually charged, futuristic R&B/hip-hop single by Doja Cat that gained widespread popularity for its catchy melody, bold lyrics, and viral music video.
  • D. Essential Quality
    Essential Quality is a champion American Thoroughbred racehorse known for winning the 2021 Belmont Stakes and Breeders’ Cup Juvenile while racing for Godolphin.
  • E. What Really Matters
    "What Really Matters" is a non-fiction book by journalist and author Tony Schwartz that explores the rise of the human potential movement and the search for meaning and fulfillment in modern life.
  • 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_69bd4636f1648190a701445c2fcd9c17 completed March 20, 2026, 1:05 p.m.
NER Named-entity recognition batch_69bd58127ed08190a04962a43afb888b completed March 20, 2026, 2:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdc575e3388190ac95b9e0537fb701 completed March 20, 2026, 10:08 p.m.
NEDg Description generation batch_69bdc62597f08190be0225e16967401f completed March 20, 2026, 10:11 p.m.
NED2 Entity disambiguation (via description) batch_69bdc686caa4819093d3ebb9ad47846d completed March 20, 2026, 10:13 p.m.
Created at: March 20, 2026, 1:09 p.m.