Triple

T19994618
Position Surface form Disambiguated ID Type / Status
Subject A.W.O.L. E494158 entity
Predicate hasPart P35 FINISHED
Object Never Change
"Never Change" is a track featured on the hip-hop album *A.W.O.L.* by rapper AZ.
 E1405645 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: Never Change | Statement: [A.W.O.L., hasPart, Never Change]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Never Change
Context triple: [A.W.O.L., hasPart, Never Change]
  • A. Don’t Ever Change
    Don’t Ever Change is a pop song written by Gerry Goffin and Carole King that has been recorded by several artists, including The Crickets and The Beatles.
  • B. We Never Change
    "We Never Change" is a reflective, acoustic-driven song by British rock band Coldplay from their debut album "Parachutes."
  • C. Things Change
    Things Change is a 1988 American comedy-drama film directed by David Mamet about a mistaken-identity scheme involving a humble shoeshiner and the mob.
  • D. Everything Changes
    "Everything Changes" is a hit pop song by British boy band Take That, released in 1994 as the title track from their second studio album.
  • E. Everything Changes
    "Everything Changes" is a 2011 studio album by British musician Julian Lennon that marked his return to recording after a long hiatus.
  • 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: Never Change
Triple: [A.W.O.L., hasPart, Never Change]
Generated description
"Never Change" is a track featured on the hip-hop album *A.W.O.L.* by rapper AZ.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Never Change
Target entity description: "Never Change" is a track featured on the hip-hop album *A.W.O.L.* by rapper AZ.
  • A. Don’t Ever Change
    Don’t Ever Change is a pop song written by Gerry Goffin and Carole King that has been recorded by several artists, including The Crickets and The Beatles.
  • B. We Never Change
    "We Never Change" is a reflective, acoustic-driven song by British rock band Coldplay from their debut album "Parachutes."
  • C. Things Change
    Things Change is a 1988 American comedy-drama film directed by David Mamet about a mistaken-identity scheme involving a humble shoeshiner and the mob.
  • D. Everything Changes
    "Everything Changes" is a hit pop song by British boy band Take That, released in 1994 as the title track from their second studio album.
  • E. Everything Changes
    "Everything Changes" is a 2011 studio album by British musician Julian Lennon that marked his return to recording after a long hiatus.
  • 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_69da626b2d748190886981ea90c8b2ea completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e65fe306548190a6924ce3798a4d3d completed April 20, 2026, 5:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0805061b248190ae4ac97f28203a4f completed May 16, 2026, 5:47 a.m.
NEDg Description generation batch_6a0806b68a448190813cef122c3f2412 completed May 16, 2026, 5:55 a.m.
NED2 Entity disambiguation (via description) batch_6a080750f4b08190af91aa33debf96d0 completed May 16, 2026, 5:57 a.m.
Created at: April 11, 2026, 3:31 p.m.