Triple

T9677967
Position Surface form Disambiguated ID Type / Status
Subject Off the Ground E234207 entity
Predicate hasPart P35 FINISHED
Object Looking for Changes
"Looking for Changes" is a song by Paul McCartney from his 1993 album "Off the Ground," noted for its animal rights theme and rock-oriented sound.
 E813843 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: Looking for Changes | Statement: [Off the Ground, hasPart, Looking for Changes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Looking for Changes
Context triple: [Off the Ground, hasPart, Looking for Changes]
  • A. Music of Changes
    Music of Changes is a groundbreaking 1951 solo piano composition by John Cage that pioneered the use of chance operations in Western art music.
  • B. 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.
  • 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. Everything Changes
    "Everything Changes" is a 2011 studio album by British musician Julian Lennon that marked his return to recording after a long hiatus.
  • E. The Change
    The Change is a hip-hop album by rapper Noreaga (N.O.R.E.) that preceded his 1998 video compilation release "Banned from T.V."
  • 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: Looking for Changes
Triple: [Off the Ground, hasPart, Looking for Changes]
Generated description
"Looking for Changes" is a song by Paul McCartney from his 1993 album "Off the Ground," noted for its animal rights theme and rock-oriented sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Looking for Changes
Target entity description: "Looking for Changes" is a song by Paul McCartney from his 1993 album "Off the Ground," noted for its animal rights theme and rock-oriented sound.
  • A. Music of Changes
    Music of Changes is a groundbreaking 1951 solo piano composition by John Cage that pioneered the use of chance operations in Western art music.
  • B. 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.
  • 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. Everything Changes
    "Everything Changes" is a 2011 studio album by British musician Julian Lennon that marked his return to recording after a long hiatus.
  • E. The Change
    The Change is a hip-hop album by rapper Noreaga (N.O.R.E.) that preceded his 1998 video compilation release "Banned from T.V."
  • 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_69ca84c99e34819092e5563a7106cfca completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9c9b01708190aaf51cf4d36015a0 completed April 1, 2026, 10:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69d18a34adec8190a4a260d029e408aa completed April 4, 2026, 10:01 p.m.
NEDg Description generation batch_69d18aa1e9a48190bf26da5482fd0770 completed April 4, 2026, 10:03 p.m.
NED2 Entity disambiguation (via description) batch_69d18b6a2fb0819092ee274310721b50 completed April 4, 2026, 10:06 p.m.
Created at: March 30, 2026, 8:16 p.m.