Triple

T4293061
Position Surface form Disambiguated ID Type / Status
Subject Anthony Hamilton E99640 entity
Predicate album P1995 FINISHED
Object Ain't Nobody Worryin'
"Ain't Nobody Worryin'" is a critically acclaimed soul and R&B album by American singer Anthony Hamilton, noted for its rich vocals, heartfelt songwriting, and classic Southern soul influences.
E429785 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: Ain't Nobody Worryin' | Statement: [Anthony Hamilton, album, Ain't Nobody Worryin']
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ain't Nobody Worryin'
Context triple: [Anthony Hamilton, album, Ain't Nobody Worryin']
  • A. Don’t You Worry
    "Don’t You Worry" is a song featured on the Black Eyed Peas' album "Elevation."
  • 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. 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.
  • E. 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."
  • 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: Ain't Nobody Worryin'
Triple: [Anthony Hamilton, album, Ain't Nobody Worryin']
Generated description
"Ain't Nobody Worryin'" is a critically acclaimed soul and R&B album by American singer Anthony Hamilton, noted for its rich vocals, heartfelt songwriting, and classic Southern soul influences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ain't Nobody Worryin'
Target entity description: "Ain't Nobody Worryin'" is a critically acclaimed soul and R&B album by American singer Anthony Hamilton, noted for its rich vocals, heartfelt songwriting, and classic Southern soul influences.
  • A. Don’t You Worry
    "Don’t You Worry" is a song featured on the Black Eyed Peas' album "Elevation."
  • 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. 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.
  • E. 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."
  • 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_69b3455175088190aa79c6e03b86647e completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35082228081908504e3fd7c4ca1e8 completed March 12, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5c739df2c8190af6f8d9bf36afca8 completed March 14, 2026, 8:38 p.m.
NEDg Description generation batch_69b5cb0529f881908ec004a07c47306e completed March 14, 2026, 8:54 p.m.
NED2 Entity disambiguation (via description) batch_69b5cba3a41481908622509478184052 completed March 14, 2026, 8:57 p.m.
Created at: March 12, 2026, 11:08 p.m.