Triple

T5367969
Position Surface form Disambiguated ID Type / Status
Subject Bob Dylan concert setlists E103175 entity
Predicate featureWork P51454 FINISHED
Object 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.
 E516135 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: Things Have Changed | Statement: [Bob Dylan concert setlists, featureWork, Things Have Changed]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Things Have Changed
Context triple: [Bob Dylan concert setlists, featureWork, Things Have Changed]
  • 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. 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."
  • C. 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.
  • D. Wind of Change
    "Wind of Change" is a song that appears as the B-side to the Bee Gees' 1975 single "Jive Talkin'."
  • E. Don’t Change Me
    "Don’t Change Me" is a song that appears as the B-side to Sheena Easton’s hit single "Morning Train (Nine to Five)."
  • 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: Things Have Changed
Triple: [Bob Dylan concert setlists, featureWork, Things Have Changed]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Things Have Changed
Target entity description: "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.
  • 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. 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."
  • C. 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.
  • D. Wind of Change
    "Wind of Change" is a song that appears as the B-side to the Bee Gees' 1975 single "Jive Talkin'."
  • E. Don’t Change Me
    "Don’t Change Me" is a song that appears as the B-side to Sheena Easton’s hit single "Morning Train (Nine to Five)."
  • 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_69bd43daa3e4819090b59d127db70e57 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd91ac1bf08190a9a575c9822de6cc completed March 20, 2026, 6:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf2928859881908ac238feca132d07 completed March 21, 2026, 11:26 p.m.
NEDg Description generation batch_69bf2a09891c81908509695a41d1aa02 completed March 21, 2026, 11:30 p.m.
NED2 Entity disambiguation (via description) batch_69bf2ad48fc48190bb0c7de4df879c3b completed March 21, 2026, 11:33 p.m.
Created at: March 20, 2026, 2:02 p.m.