Triple

T4359206
Position Surface form Disambiguated ID Type / Status
Subject Mavis Staples E98622 entity
Predicate notableWork P4 FINISHED
Object solo album "We'll Never Turn Back"
"We'll Never Turn Back" is a 2007 solo album by Mavis Staples that blends gospel, soul, and blues to reflect on the civil rights movement and contemporary social justice struggles.
 E434254 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: solo album "We'll Never Turn Back" | Statement: [Mavis Staples, notableWork, solo album "We'll Never Turn Back"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: solo album "We'll Never Turn Back"
Context triple: [Mavis Staples, notableWork, solo album "We'll Never Turn Back"]
  • A. solo album "We Fall"
    "We Fall" is the debut solo studio album by American producer Emile Haynie, featuring a wide range of guest vocalists and a cinematic, emotionally driven pop sound.
  • B. solo album "Ruminations"
    "Ruminations" is a stark, introspective solo album by Conor Oberst, marked by sparse instrumentation and deeply personal, confessional songwriting.
  • C. solo album "Baby Tonight"
    "Baby Tonight" is the debut solo studio album by Marlon Jackson, showcasing his transition from Jacksons member to solo R&B artist in the late 1980s.
  • D. solo album "Find Shelter"
    "Find Shelter" is a solo album by producer and musician Noah Georgeson, showcasing his atmospheric, folk-influenced songwriting and distinctive production style.
  • E. solo album "Tito Time"
    "Tito Time" is Tito Jackson's debut solo studio album, showcasing the Jackson 5 guitarist stepping into the spotlight as a lead vocalist with a blend of R&B, pop, and contemporary soul.
  • 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: solo album "We'll Never Turn Back"
Triple: [Mavis Staples, notableWork, solo album "We'll Never Turn Back"]
Generated description
"We'll Never Turn Back" is a 2007 solo album by Mavis Staples that blends gospel, soul, and blues to reflect on the civil rights movement and contemporary social justice struggles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: solo album "We'll Never Turn Back"
Target entity description: "We'll Never Turn Back" is a 2007 solo album by Mavis Staples that blends gospel, soul, and blues to reflect on the civil rights movement and contemporary social justice struggles.
  • A. solo album "We Fall"
    "We Fall" is the debut solo studio album by American producer Emile Haynie, featuring a wide range of guest vocalists and a cinematic, emotionally driven pop sound.
  • B. solo album "Ruminations"
    "Ruminations" is a stark, introspective solo album by Conor Oberst, marked by sparse instrumentation and deeply personal, confessional songwriting.
  • C. solo album "Baby Tonight"
    "Baby Tonight" is the debut solo studio album by Marlon Jackson, showcasing his transition from Jacksons member to solo R&B artist in the late 1980s.
  • D. solo album "Find Shelter"
    "Find Shelter" is a solo album by producer and musician Noah Georgeson, showcasing his atmospheric, folk-influenced songwriting and distinctive production style.
  • E. solo album "Tito Time"
    "Tito Time" is Tito Jackson's debut solo studio album, showcasing the Jackson 5 guitarist stepping into the spotlight as a lead vocalist with a blend of R&B, pop, and contemporary soul.
  • 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.