Triple

T9366902
Position Surface form Disambiguated ID Type / Status
Subject Arthur Schwartz E225423 entity
Predicate notableWork P4 FINISHED
Object I Guess I’ll Have to Change My Plan (stage song)
"I Guess I’ll Have to Change My Plan" is a popular 1920s stage song by composer Arthur Schwartz, best known for its sophisticated, wistful tone and later inclusion in Hollywood musicals.
 E795384 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: I Guess I’ll Have to Change My Plan (stage song) | Statement: [Arthur Schwartz, notableWork, I Guess I’ll Have to Change My Plan (stage song)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: I Guess I’ll Have to Change My Plan (stage song)
Context triple: [Arthur Schwartz, notableWork, I Guess I’ll Have to Change My Plan (stage song)]
  • 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. 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.
  • C. Everything Changes
    "Everything Changes" is a 2011 studio album by British musician Julian Lennon that marked his return to recording after a long hiatus.
  • D. 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.
  • E. I Can Change
    "I Can Change" is a song by John Legend from his debut studio album "Get Lifted."
  • 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: I Guess I’ll Have to Change My Plan (stage song)
Triple: [Arthur Schwartz, notableWork, I Guess I’ll Have to Change My Plan (stage song)]
Generated description
"I Guess I’ll Have to Change My Plan" is a popular 1920s stage song by composer Arthur Schwartz, best known for its sophisticated, wistful tone and later inclusion in Hollywood musicals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: I Guess I’ll Have to Change My Plan (stage song)
Target entity description: "I Guess I’ll Have to Change My Plan" is a popular 1920s stage song by composer Arthur Schwartz, best known for its sophisticated, wistful tone and later inclusion in Hollywood musicals.
  • 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. 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.
  • C. Everything Changes
    "Everything Changes" is a 2011 studio album by British musician Julian Lennon that marked his return to recording after a long hiatus.
  • D. 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.
  • E. I Can Change
    "I Can Change" is a song by John Legend from his debut studio album "Get Lifted."
  • 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_69ca842cbddc819099d71ecec48cf9e5 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd5042c89c8190994b12cf7600c366 completed April 1, 2026, 5:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0f3fbe7d481909712531d907b77d8 completed April 4, 2026, 11:20 a.m.
NEDg Description generation batch_69d0f51f8ae88190a15d2e521449c8b5 completed April 4, 2026, 11:25 a.m.
NED2 Entity disambiguation (via description) batch_69d0f5d543a48190b9f25d4316664f04 completed April 4, 2026, 11:28 a.m.
Created at: March 30, 2026, 7:43 p.m.