Triple

T16677405
Position Surface form Disambiguated ID Type / Status
Subject Blood Stained Love Story E405247 entity
Predicate hasPart P35 FINISHED
Object Never Gonna Change
"Never Gonna Change" is a song by the American rock band Saliva from their 2007 album *Blood Stained Love Story*.
 E1228061 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 Gonna Change | Statement: [Blood Stained Love Story, hasPart, Never Gonna Change]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Never Gonna Change
Context triple: [Blood Stained Love Story, hasPart, Never Gonna 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. Never Gonna Give You Up
    "Never Gonna Give You Up" is a 1968 soul song by Jerry Butler that became one of his signature hits and a classic of the Chicago soul sound.
  • C. Never Gonna Let You Down
    "Never Gonna Let You Down" is a pop song by Colbie Caillat from her album *Gypsy Heart*, showcasing her mellow vocals and acoustic-influenced, uplifting style.
  • D. Never Gonna Happen
    "Never Gonna Happen" is a pop song by English singer Lily Allen from her album "It's Not Me, It's You," known for its witty lyrics and candid take on relationship frustrations.
  • E. We Never Change
    "We Never Change" is a reflective, acoustic-driven song by British rock band Coldplay from their debut album "Parachutes."
  • 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 Gonna Change
Triple: [Blood Stained Love Story, hasPart, Never Gonna Change]
Generated description
"Never Gonna Change" is a song by the American rock band Saliva from their 2007 album *Blood Stained Love Story*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Never Gonna Change
Target entity description: "Never Gonna Change" is a song by the American rock band Saliva from their 2007 album *Blood Stained Love Story*.
  • 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. Never Gonna Give You Up
    "Never Gonna Give You Up" is a 1968 soul song by Jerry Butler that became one of his signature hits and a classic of the Chicago soul sound.
  • C. Never Gonna Let You Down
    "Never Gonna Let You Down" is a pop song by Colbie Caillat from her album *Gypsy Heart*, showcasing her mellow vocals and acoustic-influenced, uplifting style.
  • D. Never Gonna Happen
    "Never Gonna Happen" is a pop song by English singer Lily Allen from her album "It's Not Me, It's You," known for its witty lyrics and candid take on relationship frustrations.
  • E. We Never Change
    "We Never Change" is a reflective, acoustic-driven song by British rock band Coldplay from their debut album "Parachutes."
  • 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_69d8838c28748190b3f5967c743940ab completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37d6c805c81909fbe4fcb20eedbe1 completed April 18, 2026, 12:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a008a3c79888190b6ddd55b91d97183 completed May 10, 2026, 1:38 p.m.
NEDg Description generation batch_6a008b5135788190af6cfca6cb333d26 completed May 10, 2026, 1:42 p.m.
NED2 Entity disambiguation (via description) batch_6a008bee78248190b920d780bcbd3032 completed May 10, 2026, 1:45 p.m.
Created at: April 10, 2026, 5:19 a.m.