Triple

T15939521
Position Surface form Disambiguated ID Type / Status
Subject Recovery E386521 entity
Predicate hasPart P35 FINISHED
Object Going Through Changes
"Going Through Changes" is a reflective, emotionally charged song by Eminem that explores personal struggle, loss, and transformation.
 E1185458 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: Going Through Changes | Statement: [Recovery, hasPart, Going Through Changes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Going Through Changes
Context triple: [Recovery, hasPart, Going Through Changes]
  • A. 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.
  • B. Changes I’ve Been Going Through
    "Changes I’ve Been Going Through" is an R&B song by Mary J. Blige from her debut album "What's the 411?" that reflects on personal growth and emotional transformation.
  • 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. A Change
    "A Change" is a soul song performed by Aretha Franklin, featured on her 1968 album "Aretha Now."
  • E. 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.
  • 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: Going Through Changes
Triple: [Recovery, hasPart, Going Through Changes]
Generated description
"Going Through Changes" is a reflective, emotionally charged song by Eminem that explores personal struggle, loss, and transformation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Going Through Changes
Target entity description: "Going Through Changes" is a reflective, emotionally charged song by Eminem that explores personal struggle, loss, and transformation.
  • A. 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.
  • B. Changes I’ve Been Going Through
    "Changes I’ve Been Going Through" is an R&B song by Mary J. Blige from her debut album "What's the 411?" that reflects on personal growth and emotional transformation.
  • 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. A Change
    "A Change" is a soul song performed by Aretha Franklin, featured on her 1968 album "Aretha Now."
  • E. 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.
  • 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_69d86da750008190987eb26be3f6c118 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156ad9988819089ad7822e0f46177 completed April 16, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffb5ba070c8190b6af6cb21bddd7f1 completed May 9, 2026, 10:31 p.m.
NEDg Description generation batch_69ffb77a69188190a7b4910a0ce2534c completed May 9, 2026, 10:38 p.m.
NED2 Entity disambiguation (via description) batch_69ffbbcd0a948190972ddf2202faa85b completed May 9, 2026, 10:57 p.m.
Created at: April 10, 2026, 4:53 a.m.