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.