Triple

T18140787
Position Surface form Disambiguated ID Type / Status
Subject We'll Never Turn Back E434254 entity
Predicate hasTrack P3284 FINISHED
Object We'll Never Turn Back
"We'll Never Turn Back" is a 2007 studio album by American singer and civil rights activist Mavis Staples that blends gospel, soul, and blues to reflect on the U.S. civil rights movement.
E1307551 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: We'll Never Turn Back | Statement: [We'll Never Turn Back, hasTrack, We'll Never Turn Back]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: We'll Never Turn Back
Context triple: [We'll Never Turn Back, hasTrack, We'll Never Turn Back]
  • A. Never Go Back
    Never Go Back is a thriller novel by Lee Child featuring ex-military drifter Jack Reacher as he returns to his old army unit and uncovers a dangerous conspiracy.
  • B. Won't Look Back
    "Won't Look Back" is a 2014 house track by British DJ and producer Duke Dumont, known for its energetic bassline, soulful vocals, and success on UK and international dance charts.
  • C. Turn Back, O Man
    "Turn Back, O Man" is a sultry, vaudeville-style number from the musical *Godspell* that humorously calls for repentance and moral reflection.
  • D. Don’t Turn Around
    "Don’t Turn Around" is a 1964 pop song originally recorded by the British Merseybeat band The Merseybeats.
  • E. You Can’t Go Back
    "You Can’t Go Back" is a song by American singer-songwriter Patti Scialfa, featured on her rock album "23rd Street Lullaby."
  • 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: We'll Never Turn Back
Triple: [We'll Never Turn Back, hasTrack, We'll Never Turn Back]
Generated description
"We'll Never Turn Back" is a 2007 studio album by American singer and civil rights activist Mavis Staples that blends gospel, soul, and blues to reflect on the U.S. civil rights movement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: We'll Never Turn Back
Target entity description: "We'll Never Turn Back" is a 2007 studio album by American singer and civil rights activist Mavis Staples that blends gospel, soul, and blues to reflect on the U.S. civil rights movement.
  • A. Never Go Back
    Never Go Back is a thriller novel by Lee Child featuring ex-military drifter Jack Reacher as he returns to his old army unit and uncovers a dangerous conspiracy.
  • B. Won't Look Back
    "Won't Look Back" is a 2014 house track by British DJ and producer Duke Dumont, known for its energetic bassline, soulful vocals, and success on UK and international dance charts.
  • C. Turn Back, O Man
    "Turn Back, O Man" is a sultry, vaudeville-style number from the musical *Godspell* that humorously calls for repentance and moral reflection.
  • D. Don’t Turn Around
    "Don’t Turn Around" is a 1964 pop song originally recorded by the British Merseybeat band The Merseybeats.
  • E. You Can’t Go Back
    "You Can’t Go Back" is a song by American singer-songwriter Patti Scialfa, featured on her rock album "23rd Street Lullaby."
  • 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_69d8b90aac308190801e2c57d8c5bfe5 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4de0b67308190ae3be2dbff99910a completed April 19, 2026, 1:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03855061b88190a9fcda2743dec41a completed May 12, 2026, 7:53 p.m.
NEDg Description generation batch_6a03861898948190b3ada048d9ea274c completed May 12, 2026, 7:57 p.m.
NED2 Entity disambiguation (via description) batch_6a0386b90e308190807af4d407840985 completed May 12, 2026, 7:59 p.m.
Created at: April 10, 2026, 10:29 a.m.