Triple

T9432769
Position Surface form Disambiguated ID Type / Status
Subject Robert Calvin Bland E227423 entity
Predicate notableWork P4 FINISHED
Object Ain't Nothing You Can Do
"Ain't Nothing You Can Do" is a 1964 soul and blues song by Bobby "Blue" Bland that became one of his signature hits.
 E799096 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 Nothing You Can Do | Statement: [Robert Calvin Bland, notableWork, Ain't Nothing You Can Do]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ain't Nothing You Can Do
Context triple: [Robert Calvin Bland, notableWork, Ain't Nothing You Can Do]
  • A. Ain't Nothing 'Bout You
    "Ain't Nothing 'Bout You" is a hit country song by the duo Brooks & Dunn, known for its catchy melody and romantic lyrics that helped it become one of their signature tracks.
  • B. 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.
  • C. Ain't Got Nothin'
    "Ain't Got Nothin'" is a rock song by the English band Oasis, featured on their 2008 album "Dig Out Your Soul."
  • D. I Ain’t Never
    "I Ain’t Never" is a popular country song co-written and recorded by Mel Tillis that became one of his signature hits.
  • E. You Ain't Right
    "You Ain't Right" is a high-energy dance-pop track by Janet Jackson from her 2001 album "All for You," known for its edgy production and assertive lyrics.
  • 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 Nothing You Can Do
Triple: [Robert Calvin Bland, notableWork, Ain't Nothing You Can Do]
Generated description
"Ain't Nothing You Can Do" is a 1964 soul and blues song by Bobby "Blue" Bland that became one of his signature hits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ain't Nothing You Can Do
Target entity description: "Ain't Nothing You Can Do" is a 1964 soul and blues song by Bobby "Blue" Bland that became one of his signature hits.
  • A. Ain't Nothing 'Bout You
    "Ain't Nothing 'Bout You" is a hit country song by the duo Brooks & Dunn, known for its catchy melody and romantic lyrics that helped it become one of their signature tracks.
  • B. 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.
  • C. Ain't Got Nothin'
    "Ain't Got Nothin'" is a rock song by the English band Oasis, featured on their 2008 album "Dig Out Your Soul."
  • D. I Ain’t Never
    "I Ain’t Never" is a popular country song co-written and recorded by Mel Tillis that became one of his signature hits.
  • E. You Ain't Right
    "You Ain't Right" is a high-energy dance-pop track by Janet Jackson from her 2001 album "All for You," known for its edgy production and assertive lyrics.
  • 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_69ca8437a7ac81908651de48f2d2141d completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd7e61a114819081fc4a2ad39c96ba completed April 1, 2026, 8:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1104514d481908d7cb9a87a01f1e2 completed April 4, 2026, 1:21 p.m.
NEDg Description generation batch_69d1115ed8c48190af02a8ec38c8e2b9 completed April 4, 2026, 1:25 p.m.
NED2 Entity disambiguation (via description) batch_69d111f3190c8190ba2fe5687212da25 completed April 4, 2026, 1:28 p.m.
Created at: March 30, 2026, 7:49 p.m.