Triple

T19861794
Position Surface form Disambiguated ID Type / Status
Subject The Wild Heart E477282 entity
Predicate hasPart P35 FINISHED
Object Nothing Ever Changes
"Nothing Ever Changes" is a song featured on Stevie Nicks's 1983 solo album *The Wild Heart*.
 E1397864 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: Nothing Ever Changes | Statement: [The Wild Heart, hasPart, Nothing Ever Changes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nothing Ever Changes
Context triple: [The Wild Heart, hasPart, Nothing Ever Changes]
  • A. 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.
  • B. Everything Changes
    "Everything Changes" is a 2011 studio album by British musician Julian Lennon that marked his return to recording after a long hiatus.
  • C. 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.
  • D. We Never Change
    "We Never Change" is a reflective, acoustic-driven song by British rock band Coldplay from their debut album "Parachutes."
  • E. Everything Will Change
    Everything Will Change is a song by American singer-songwriter Gavin DeGraw, known for its uplifting pop-rock style and emotive lyrics.
  • 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: Nothing Ever Changes
Triple: [The Wild Heart, hasPart, Nothing Ever Changes]
Generated description
"Nothing Ever Changes" is a song featured on Stevie Nicks's 1983 solo album *The Wild Heart*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nothing Ever Changes
Target entity description: "Nothing Ever Changes" is a song featured on Stevie Nicks's 1983 solo album *The Wild Heart*.
  • A. 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.
  • B. Everything Changes
    "Everything Changes" is a 2011 studio album by British musician Julian Lennon that marked his return to recording after a long hiatus.
  • C. 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.
  • D. We Never Change
    "We Never Change" is a reflective, acoustic-driven song by British rock band Coldplay from their debut album "Parachutes."
  • E. Everything Will Change
    Everything Will Change is a song by American singer-songwriter Gavin DeGraw, known for its uplifting pop-rock style and emotive lyrics.
  • 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_69d8e51e7d948190aedbcd6c30361c39 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6589b3cbc8190afe847e83f04c45b completed April 20, 2026, 4:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07d449ad9c8190a2ee27fa43a3fe4f completed May 16, 2026, 2:19 a.m.
NEDg Description generation batch_6a07d4d803148190ab253f960a238be3 completed May 16, 2026, 2:22 a.m.
NED2 Entity disambiguation (via description) batch_6a07d54b2bf481909747dff0158b1a81 completed May 16, 2026, 2:24 a.m.
Created at: April 10, 2026, 1:51 p.m.