Triple

T4324498
Position Surface form Disambiguated ID Type / Status
Subject Jive Talkin' E96603 entity
Predicate hasBside P15273 FINISHED
Object Wind of Change
"Wind of Change" is a song that appears as the B-side to the Bee Gees' 1975 single "Jive Talkin'."
 E431885 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: Wind of Change | Statement: [Jive Talkin', hasBside, Wind of Change]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wind of Change
Context triple: [Jive Talkin', hasBside, Wind of Change]
  • A. 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.
  • B. Waiting on the World to Change
    "Waiting on the World to Change" is a Grammy-winning pop-rock song by John Mayer that reflects on political apathy and the frustrations of a younger generation.
  • C. Change the World
    "Change the World" is a Grammy-winning soft rock song popularized by Eric Clapton, known for its smooth acoustic style and heartfelt lyrics.
  • D. A Time of Changes
    A Time of Changes is a science fiction novel by Robert Silverberg that explores themes of identity, emotional repression, and social taboo in a distant future society.
  • E. 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.
  • 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: Wind of Change
Triple: [Jive Talkin', hasBside, Wind of Change]
Generated description
"Wind of Change" is a song that appears as the B-side to the Bee Gees' 1975 single "Jive Talkin'."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wind of Change
Target entity description: "Wind of Change" is a song that appears as the B-side to the Bee Gees' 1975 single "Jive Talkin'."
  • A. 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.
  • B. Waiting on the World to Change
    "Waiting on the World to Change" is a Grammy-winning pop-rock song by John Mayer that reflects on political apathy and the frustrations of a younger generation.
  • C. Change the World
    "Change the World" is a Grammy-winning soft rock song popularized by Eric Clapton, known for its smooth acoustic style and heartfelt lyrics.
  • D. A Time of Changes
    A Time of Changes is a science fiction novel by Robert Silverberg that explores themes of identity, emotional repression, and social taboo in a distant future society.
  • E. 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.
  • 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_69b34542fd908190b11b08faad8decfd completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35118abe481908b7987019be217e1 completed March 12, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5d094f5fc819083eddc234f46f6a1 completed March 14, 2026, 9:18 p.m.
NEDg Description generation batch_69b5d10a20248190b3214509cb637ff4 completed March 14, 2026, 9:20 p.m.
NED2 Entity disambiguation (via description) batch_69b5d4f08ac4819097e71276be11403d completed March 14, 2026, 9:36 p.m.
Created at: March 12, 2026, 11:13 p.m.