Triple

T13795417
Position Surface form Disambiguated ID Type / Status
Subject 8 Diagrams E331501 entity
Predicate hasTrack P3284 FINISHED
Object Life Changes
"Life Changes" is a song by the Wu-Tang Clan from their 2007 album *8 Diagrams*, notable for its reflective tone and tribute to the late Ol' Dirty Bastard.
E1062915 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: Life Changes | Statement: [8 Diagrams, hasTrack, Life Changes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Life Changes
Context triple: [8 Diagrams, hasTrack, Life Changes]
  • A. Life Change
    "Life Change" is a track by hip-hop duo Clipse from their 2009 album *Til the Casket Drops*.
  • B. It Changes
    "It Changes" is a musical number from the animated film "Snoopy, Come Home," reflecting the emotional shifts and transitions experienced by the characters.
  • 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. Changes
    "Changes" is a funk-rock song by Band of Gypsys, best known for its soulful guitar work by Jimi Hendrix and its live performance on the band's self-titled 1970 album.
  • E. Changes
    "Changes" is an introspective, melodic song by XXXTentacion that showcases his emotional vulnerability and softer vocal style.
  • 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: Life Changes
Triple: [8 Diagrams, hasTrack, Life Changes]
Generated description
"Life Changes" is a song by the Wu-Tang Clan from their 2007 album *8 Diagrams*, notable for its reflective tone and tribute to the late Ol' Dirty Bastard.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Life Changes
Target entity description: "Life Changes" is a song by the Wu-Tang Clan from their 2007 album *8 Diagrams*, notable for its reflective tone and tribute to the late Ol' Dirty Bastard.
  • A. Life Change
    "Life Change" is a track by hip-hop duo Clipse from their 2009 album *Til the Casket Drops*.
  • B. It Changes
    "It Changes" is a musical number from the animated film "Snoopy, Come Home," reflecting the emotional shifts and transitions experienced by the characters.
  • 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. Changes
    Changes is a 2020 studio album by Canadian pop singer Justin Bieber that explores R&B-influenced sounds and themes of love and personal growth.
  • E. Changes
    "Changes" is a funk-rock song by Band of Gypsys, best known for its soulful guitar work by Jimi Hendrix and its live performance on the band's self-titled 1970 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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0259b0e4819081c11ced694384fb completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b08508688190b7e8c33e6b65e25d completed May 3, 2026, 8:31 p.m.
NEDg Description generation batch_69f7b48bf704819098bfb70def28a0d1 completed May 3, 2026, 8:48 p.m.
NED2 Entity disambiguation (via description) batch_69f7b5c9e284819094e7af030e1e9034 completed May 3, 2026, 8:53 p.m.
Created at: April 9, 2026, 10:11 p.m.