Triple

T20866804
Position Surface form Disambiguated ID Type / Status
Subject Us3 E513783 entity
Predicate album P1995 FINISHED
Object Say What!?
Say What!? is a 1997 jazz/hip-hop fusion album by the American band Us3, known for blending live instrumentation with sampled grooves.
 E1455668 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: Say What!? | Statement: [Us3, album, Say What!?]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Say What!?
Context triple: [Us3, album, Say What!?]
  • A. Say What!
    "Say What!" is a track by the British dance music group Soul II Soul, known for their influential blend of R&B, soul, and club music in the late 1980s and early 1990s.
  • B. Say What
    Say What is a track from LL Cool J’s acclaimed hip-hop album "G.O.A.T. (Greatest of All Time)."
  • C. Say What
    Say What is a word-guessing game segment from the television show Ellen’s Game of Games, where contestants try to decipher obscured or distorted phrases.
  • D. Who Says
    "Who Says" is a 2009 pop-rock single by John Mayer, known for its laid-back acoustic style and introspective lyrics about personal freedom and self-acceptance.
  • E. Who Says
    "Who Says" is a song by British singer-songwriter Fink, featured on his 2011 studio album "Perfect Darkness."
  • 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: Say What!?
Triple: [Us3, album, Say What!?]
Generated description
Say What!? is a 1997 jazz/hip-hop fusion album by the American band Us3, known for blending live instrumentation with sampled grooves.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Say What!?
Target entity description: Say What!? is a 1997 jazz/hip-hop fusion album by the American band Us3, known for blending live instrumentation with sampled grooves.
  • A. Say What!
    "Say What!" is a track by the British dance music group Soul II Soul, known for their influential blend of R&B, soul, and club music in the late 1980s and early 1990s.
  • B. Say What
    Say What is a track from LL Cool J’s acclaimed hip-hop album "G.O.A.T. (Greatest of All Time)."
  • C. Say What
    Say What is a word-guessing game segment from the television show Ellen’s Game of Games, where contestants try to decipher obscured or distorted phrases.
  • D. Who Says
    "Who Says" is a 2009 pop-rock single by John Mayer, known for its laid-back acoustic style and introspective lyrics about personal freedom and self-acceptance.
  • E. Who Says
    "Who Says" is a song by British singer-songwriter Fink, featured on his 2011 studio album "Perfect Darkness."
  • 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_69e0b4f675cc8190b4e745225b62eb66 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c460807c8190a337d8cc6c7b1438 completed April 21, 2026, 12:27 a.m.
NED1 Entity disambiguation (via context triple) batch_6a091398c994819097682e030239bf95 completed May 17, 2026, 1:02 a.m.
NEDg Description generation batch_6a09154ad3c881909593036d57ca0d7d completed May 17, 2026, 1:09 a.m.
NED2 Entity disambiguation (via description) batch_6a0915c2d584819088abf001397e4d0f completed May 17, 2026, 1:11 a.m.
Created at: April 16, 2026, 12:45 p.m.