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.