Triple

T21679405
Position Surface form Disambiguated ID Type / Status
Subject Now Is the Time E535059 entity
Predicate hasTrack P3284 FINISHED
Object Change Is Never a Waste of Time
"Change Is Never a Waste of Time" is a song featured on the album "Now Is the Time."
 E1496593 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: Change Is Never a Waste of Time | Statement: [Now Is the Time, hasTrack, Change Is Never a Waste of Time]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Change Is Never a Waste of Time
Context triple: [Now Is the Time, hasTrack, Change Is Never a Waste of Time]
  • A. Change Is Now
    "Change Is Now" is a psychedelic country-rock song by the Byrds, noted for its philosophical lyrics and innovative blend of electric and acoustic instrumentation.
  • B. The World Is Changing
    "The World Is Changing" is a song by American singer-songwriter Ant Clemons that showcases his soulful vocals and introspective, socially conscious lyricism.
  • C. 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.
  • D. 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.
  • E. Some Things Never Change
    "Some Things Never Change" is a 1997 studio album by British rock band Supertramp that marked their return to a more classic progressive pop-rock sound after a long recording 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: Change Is Never a Waste of Time
Triple: [Now Is the Time, hasTrack, Change Is Never a Waste of Time]
Generated description
"Change Is Never a Waste of Time" is a song featured on the album "Now Is the Time."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Change Is Never a Waste of Time
Target entity description: "Change Is Never a Waste of Time" is a song featured on the album "Now Is the Time."
  • A. Change Is Now
    "Change Is Now" is a psychedelic country-rock song by the Byrds, noted for its philosophical lyrics and innovative blend of electric and acoustic instrumentation.
  • B. The World Is Changing
    "The World Is Changing" is a song by American singer-songwriter Ant Clemons that showcases his soulful vocals and introspective, socially conscious lyricism.
  • C. 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.
  • D. 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.
  • E. Some Things Never Change
    "Some Things Never Change" is a 1997 studio album by British rock band Supertramp that marked their return to a more classic progressive pop-rock sound after a long recording 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_69e0c469b6ec8190aee4cadd1527db91 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef8a11ce548190aaff404aed6a76cd completed April 27, 2026, 4:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a1e1a52408190a37b4fe69289f5ab completed May 17, 2026, 7:59 p.m.
NEDg Description generation batch_6a0a1eac9b648190881c97d474762fc0 completed May 17, 2026, 8:01 p.m.
NED2 Entity disambiguation (via description) batch_6a0a1f3b77488190bfb73b9e83446bb3 completed May 17, 2026, 8:04 p.m.
Created at: April 16, 2026, 6:43 p.m.