Triple
T4359231
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mavis Staples |
E98622
|
entity |
| Predicate | notableSong |
P4
|
FINISHED |
| Object |
"Why (Am I Treated So Bad)" (with The Staple Singers)
"Why (Am I Treated So Bad)" (with The Staple Singers) is a soulful civil-rights-era protest song performed by Mavis Staples and her family group The Staple Singers, known for its powerful plea against racial injustice.
|
E434259
|
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: "Why (Am I Treated So Bad)" (with The Staple Singers) | Statement: [Mavis Staples, notableSong, "Why (Am I Treated So Bad)" (with The Staple Singers)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: "Why (Am I Treated So Bad)" (with The Staple Singers) Context triple: [Mavis Staples, notableSong, "Why (Am I Treated So Bad)" (with The Staple Singers)]
-
A.
The Trouble I’ve Seen
The Trouble I’ve Seen is a collection of Depression-era short stories by journalist and war correspondent Martha Gellhorn, noted for its stark, compassionate portrayal of social hardship in 1930s America.
-
B.
Tain’t Nobody’s Biz-ness If I Do
"Tain’t Nobody’s Biz-ness If I Do" is a classic early 20th-century blues song, popularized by Bessie Smith, that asserts personal independence and defiance of social judgment.
-
C.
Take My Hand, Precious Lord
"Take My Hand, Precious Lord" is a classic gospel hymn, written by Thomas A. Dorsey and popularized by Mahalia Jackson, that has become one of the most influential and enduring songs in Christian music.
-
D.
Ain’t No Sunshine (cover)
"Ain’t No Sunshine" (cover) is a reggae rendition of Bill Withers’ classic soul song, performed in Horace Andy’s distinctive, emotive vocal style.
-
E.
I Want My Baby Back
"I Want My Baby Back" is a soul song recorded by Stevie Wonder, featured on his 1966 album "Up-Tight."
- 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: "Why (Am I Treated So Bad)" (with The Staple Singers) Triple: [Mavis Staples, notableSong, "Why (Am I Treated So Bad)" (with The Staple Singers)]
Generated description
"Why (Am I Treated So Bad)" (with The Staple Singers) is a soulful civil-rights-era protest song performed by Mavis Staples and her family group The Staple Singers, known for its powerful plea against racial injustice.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: "Why (Am I Treated So Bad)" (with The Staple Singers) Target entity description: "Why (Am I Treated So Bad)" (with The Staple Singers) is a soulful civil-rights-era protest song performed by Mavis Staples and her family group The Staple Singers, known for its powerful plea against racial injustice.
-
A.
The Trouble I’ve Seen
The Trouble I’ve Seen is a collection of Depression-era short stories by journalist and war correspondent Martha Gellhorn, noted for its stark, compassionate portrayal of social hardship in 1930s America.
-
B.
Tain’t Nobody’s Biz-ness If I Do
"Tain’t Nobody’s Biz-ness If I Do" is a classic early 20th-century blues song, popularized by Bessie Smith, that asserts personal independence and defiance of social judgment.
-
C.
Take My Hand, Precious Lord
"Take My Hand, Precious Lord" is a classic gospel hymn, written by Thomas A. Dorsey and popularized by Mahalia Jackson, that has become one of the most influential and enduring songs in Christian music.
-
D.
Ain’t No Sunshine (cover)
"Ain’t No Sunshine" (cover) is a reggae rendition of Bill Withers’ classic soul song, performed in Horace Andy’s distinctive, emotive vocal style.
-
E.
I Want My Baby Back
"I Want My Baby Back" is a soul song recorded by Stevie Wonder, featured on his 1966 album "Up-Tight."
- 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_69b3454c772081908e20173e379e8ebe |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b351e1bfa48190bb506d9ca1ed7b6a |
completed | March 12, 2026, 11:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5dbbf9db88190a3058e6a44080000 |
completed | March 14, 2026, 10:05 p.m. |
| NEDg | Description generation | batch_69b5dc3d81a08190b29b633009fab4ff |
completed | March 14, 2026, 10:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e04f356c81909e3f6f2c865e0f99 |
completed | March 14, 2026, 10:25 p.m. |
Created at: March 12, 2026, 11:16 p.m.