Triple

T9680104
Position Surface form Disambiguated ID Type / Status
Subject Electric Arguments E234257 entity
Predicate hasTrack P3284 FINISHED
Object Sing the Changes
"Sing the Changes" is an energetic, guitar-driven rock song by Paul McCartney’s project The Fireman, featured on their 2008 album Electric Arguments.
 E815230 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: Sing the Changes | Statement: [Electric Arguments, hasTrack, Sing the Changes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sing the Changes
Context triple: [Electric Arguments, hasTrack, Sing the Changes]
  • 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. 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."
  • C. Some Changes
    "Some Changes" is a poetry collection by American writer and activist June Jordan that reflects her incisive commentary on race, gender, and social justice.
  • D. 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.
  • E. Everything Changes
    "Everything Changes" is a 2011 studio album by British musician Julian Lennon that marked his return to recording after a long 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: Sing the Changes
Triple: [Electric Arguments, hasTrack, Sing the Changes]
Generated description
"Sing the Changes" is an energetic, guitar-driven rock song by Paul McCartney’s project The Fireman, featured on their 2008 album Electric Arguments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sing the Changes
Target entity description: "Sing the Changes" is an energetic, guitar-driven rock song by Paul McCartney’s project The Fireman, featured on their 2008 album Electric Arguments.
  • 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. 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."
  • C. Some Changes
    "Some Changes" is a poetry collection by American writer and activist June Jordan that reflects her incisive commentary on race, gender, and social justice.
  • D. 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.
  • E. Everything Changes
    "Everything Changes" is a 2011 studio album by British musician Julian Lennon that marked his return to recording after a long 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_69ca84c99e34819092e5563a7106cfca completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9c9dcbe881908ae926a5b5eae759 completed April 1, 2026, 10:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69d190fd1ad48190980e7bc3245046dc completed April 4, 2026, 10:30 p.m.
NEDg Description generation batch_69d191d78a1081908238783d61020b7c completed April 4, 2026, 10:33 p.m.
NED2 Entity disambiguation (via description) batch_69d19261a5fc8190a73c61344fc938bd completed April 4, 2026, 10:36 p.m.
Created at: March 30, 2026, 8:16 p.m.