Triple

T3120562
Position Surface form Disambiguated ID Type / Status
Subject The Tipping Point E65172 entity
Predicate hasTrack P3284 FINISHED
Object Don't Say Nuthin'
"Don't Say Nuthin'" is a hip hop track by The Roots, known for its hard-hitting production and Black Thought's intricate lyricism.
 E332961 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: Don't Say Nuthin' | Statement: [The Tipping Point, hasTrack, Don't Say Nuthin']
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Don't Say Nuthin'
Context triple: [The Tipping Point, hasTrack, Don't Say Nuthin']
  • A. Ain't Sayin' Nothin' New
    "Ain't Sayin' Nothin' New" is a track by The Roots from their critically acclaimed hip-hop album "Things Fall Apart."
  • B. Ain't Talkin'
    "Ain't Talkin'" is a long, brooding, and apocalyptic folk song by Bob Dylan that closes his 2006 album *Modern Times*.
  • C. You Haven't Done Nothin'
    "You Haven't Done Nothin'" is a 1974 funk/soul protest song by Stevie Wonder that sharply criticizes political dishonesty, notably associated with the Nixon era.
  • D. I Cain't Say No
    "I Cain't Say No" is a humorous and flirtatious song sung by the character Ado Annie in the classic Rodgers and Hammerstein musical Oklahoma!.
  • E. All Er Nuthin'
    "All Er Nuthin'" is a comic duet from the classic Rodgers and Hammerstein musical *Oklahoma!* in which Ado Annie and Will Parker argue about fidelity and commitment.
  • 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: Don't Say Nuthin'
Triple: [The Tipping Point, hasTrack, Don't Say Nuthin']
Generated description
"Don't Say Nuthin'" is a hip hop track by The Roots, known for its hard-hitting production and Black Thought's intricate lyricism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Don't Say Nuthin'
Target entity description: "Don't Say Nuthin'" is a hip hop track by The Roots, known for its hard-hitting production and Black Thought's intricate lyricism.
  • A. Ain't Sayin' Nothin' New
    "Ain't Sayin' Nothin' New" is a track by The Roots from their critically acclaimed hip-hop album "Things Fall Apart."
  • B. Ain't Talkin'
    "Ain't Talkin'" is a long, brooding, and apocalyptic folk song by Bob Dylan that closes his 2006 album *Modern Times*.
  • C. You Haven't Done Nothin'
    "You Haven't Done Nothin'" is a 1974 funk/soul protest song by Stevie Wonder that sharply criticizes political dishonesty, notably associated with the Nixon era.
  • D. I Cain't Say No
    "I Cain't Say No" is a humorous and flirtatious song sung by the character Ado Annie in the classic Rodgers and Hammerstein musical Oklahoma!.
  • E. All Er Nuthin'
    "All Er Nuthin'" is a comic duet from the classic Rodgers and Hammerstein musical *Oklahoma!* in which Ado Annie and Will Parker argue about fidelity and commitment.
  • 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_69ad857fcc088190b0c4d45a5cde6f61 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada5295cd481908d52e165538c67fa completed March 8, 2026, 4:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69b235a8949881908496a1413ffa2658 completed March 12, 2026, 3:40 a.m.
NEDg Description generation batch_69b236962ee48190b37836e5fe6dbc37 completed March 12, 2026, 3:44 a.m.
NED2 Entity disambiguation (via description) batch_69b237397e14819093a7192d28c59ad1 completed March 12, 2026, 3:47 a.m.
Created at: March 8, 2026, 3:04 p.m.