Triple

T7419343
Position Surface form Disambiguated ID Type / Status
Subject Miss E... So Addictive E171204 entity
Predicate hasPart P35 FINISHED
Object I've Changed
"I've Changed" is a track by American rapper Missy Elliott from her acclaimed third studio album "Miss E... So Addictive."
 E663067 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've Changed | Statement: [Miss E... So Addictive, hasPart, I've Changed]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: I've Changed
Context triple: [Miss E... So Addictive, hasPart, I've Changed]
  • A. I Can Change
    "I Can Change" is a song by John Legend from his debut studio album "Get Lifted."
  • B. I Am Changing
    "I Am Changing" is a powerful soul ballad from the musical *Dreamgirls*, performed by the character Effie White as she resolves to transform her life and seek redemption.
  • C. 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.
  • 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: I've Changed
Triple: [Miss E... So Addictive, hasPart, I've Changed]
Generated description
"I've Changed" is a track by American rapper Missy Elliott from her acclaimed third studio album "Miss E... So Addictive."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: I've Changed
Target entity description: "I've Changed" is a track by American rapper Missy Elliott from her acclaimed third studio album "Miss E... So Addictive."
  • A. I Can Change
    "I Can Change" is a song by John Legend from his debut studio album "Get Lifted."
  • B. I Am Changing
    "I Am Changing" is a powerful soul ballad from the musical *Dreamgirls*, performed by the character Effie White as she resolves to transform her life and seek redemption.
  • C. 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.
  • 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_69c68a625d048190af70eb8b63bec5a0 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f2e93ffc8190beb5a1d3eb6c5d23 completed March 27, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81ef30ee88190a484f4b735913676 completed March 28, 2026, 6:33 p.m.
NEDg Description generation batch_69c81f8590348190ac632731b9bb9a52 completed March 28, 2026, 6:35 p.m.
NED2 Entity disambiguation (via description) batch_69c82036e43481908a4be75ab4e1409c completed March 28, 2026, 6:38 p.m.
Created at: March 27, 2026, 3:11 p.m.