Triple

T10260382
Position Surface form Disambiguated ID Type / Status
Subject In Flight E240578 entity
Predicate hasPart P35 FINISHED
Object Everything Must Change
"Everything Must Change" is a reflective jazz ballad, most famously interpreted by artists like Nina Simone and Quincy Jones, that meditates on the inevitability of change and the passage of time.
 E852368 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: Everything Must Change | Statement: [In Flight, hasPart, Everything Must Change]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Everything Must Change
Context triple: [In Flight, hasPart, Everything Must Change]
  • A. Things Have Changed
    "Things Have Changed" is a Grammy- and Oscar-winning song by Bob Dylan, known for its darkly reflective lyrics and frequent inclusion in his live concert performances.
  • B. Everything Has Changed
    "Everything Has Changed" is a pop-country duet by Taylor Swift featuring Ed Sheeran about the excitement and transformation that come with falling in love.
  • C. Some Change
    Some Change is a 1994 studio album by American singer-songwriter Boz Scaggs that marked a well-regarded return to his soulful, blues-inflected pop sound.
  • D. I Feel a Change Comin' On
    "I Feel a Change Comin' On" is a song by Bob Dylan, featured on his 2009 studio album "Together Through Life."
  • E. 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.
  • 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: Everything Must Change
Triple: [In Flight, hasPart, Everything Must Change]
Generated description
"Everything Must Change" is a reflective jazz ballad, most famously interpreted by artists like Nina Simone and Quincy Jones, that meditates on the inevitability of change and the passage of time.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Everything Must Change
Target entity description: "Everything Must Change" is a reflective jazz ballad, most famously interpreted by artists like Nina Simone and Quincy Jones, that meditates on the inevitability of change and the passage of time.
  • A. Things Have Changed
    "Things Have Changed" is a Grammy- and Oscar-winning song by Bob Dylan, known for its darkly reflective lyrics and frequent inclusion in his live concert performances.
  • B. Everything Has Changed
    "Everything Has Changed" is a pop-country duet by Taylor Swift featuring Ed Sheeran about the excitement and transformation that come with falling in love.
  • C. Some Change
    Some Change is a 1994 studio album by American singer-songwriter Boz Scaggs that marked a well-regarded return to his soulful, blues-inflected pop sound.
  • D. I Feel a Change Comin' On
    "I Feel a Change Comin' On" is a song by Bob Dylan, featured on his 2009 studio album "Together Through Life."
  • E. 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.
  • 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_69d381a7e198819090280d5ab885d59e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d25bc7f88190b7e83243894d1aeb completed April 7, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f7f1500c819089d569dbfce705b8 completed April 9, 2026, 12:50 a.m.
NEDg Description generation batch_69d6fd0aacb481908f70c0a977ba860e completed April 9, 2026, 1:12 a.m.
NED2 Entity disambiguation (via description) batch_69d6fddae1f88190b741ae1821923de4 completed April 9, 2026, 1:16 a.m.
Created at: April 6, 2026, 11:32 a.m.