Triple

T21019526
Position Surface form Disambiguated ID Type / Status
Subject BTNHResurrection E517769 entity
Predicate hasPart P35 FINISHED
Object Ain’t Nothin’ Changed (Everyday Thang Part II)
"Ain’t Nothin’ Changed (Everyday Thang Part II)" is a track by Bone Thugs-n-Harmony featured on their album BTNHResurrection, continuing themes of street life and perseverance.
 E1462957 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: Ain’t Nothin’ Changed (Everyday Thang Part II) | Statement: [BTNHResurrection, hasPart, Ain’t Nothin’ Changed (Everyday Thang Part II)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ain’t Nothin’ Changed (Everyday Thang Part II)
Context triple: [BTNHResurrection, hasPart, Ain’t Nothin’ Changed (Everyday Thang Part II)]
  • A. Nothing Has Changed
    Nothing Has Changed is a career-spanning compilation album by David Bowie that collects many of his most significant songs from across his decades-long career.
  • B. Ain't Gone Change
    "Ain't Gone Change" is a song featured on the album *The True Meaning* by rapper Cormega.
  • C. I Ain’t the Same
    "I Ain’t the Same" is a soulful, blues-infused rock song by Alabama Shakes, showcasing Brittany Howard’s powerful vocals and the band’s gritty, retro-inspired sound.
  • D. Ain't No Song
    "Ain't No Song" is a track from James Taylor's 1974 studio album "Walking Man."
  • E. Everything Has Changed
    "Everything Has Changed" is a pop-country duet by Taylor Swift featuring Ed Sheeran about the excitement and transformation that come with falling in love.
  • 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: Ain’t Nothin’ Changed (Everyday Thang Part II)
Triple: [BTNHResurrection, hasPart, Ain’t Nothin’ Changed (Everyday Thang Part II)]
Generated description
"Ain’t Nothin’ Changed (Everyday Thang Part II)" is a track by Bone Thugs-n-Harmony featured on their album BTNHResurrection, continuing themes of street life and perseverance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ain’t Nothin’ Changed (Everyday Thang Part II)
Target entity description: "Ain’t Nothin’ Changed (Everyday Thang Part II)" is a track by Bone Thugs-n-Harmony featured on their album BTNHResurrection, continuing themes of street life and perseverance.
  • A. Nothing Has Changed
    Nothing Has Changed is a career-spanning compilation album by David Bowie that collects many of his most significant songs from across his decades-long career.
  • B. Ain't Gone Change
    "Ain't Gone Change" is a song featured on the album *The True Meaning* by rapper Cormega.
  • C. I Ain’t the Same
    "I Ain’t the Same" is a soulful, blues-infused rock song by Alabama Shakes, showcasing Brittany Howard’s powerful vocals and the band’s gritty, retro-inspired sound.
  • D. Ain't No Song
    "Ain't No Song" is a track from James Taylor's 1974 studio album "Walking Man."
  • E. Everything Has Changed
    "Everything Has Changed" is a pop-country duet by Taylor Swift featuring Ed Sheeran about the excitement and transformation that come with falling in love.
  • 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_69e0b50262b081909bc488937145eb73 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6fc5b6af4819081fd3aa5212f17a5 completed April 21, 2026, 4:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a093b67103081908033c57e586afa69 completed May 17, 2026, 3:52 a.m.
NEDg Description generation batch_6a0940b362388190a78a244eafa7cbba completed May 17, 2026, 4:14 a.m.
NED2 Entity disambiguation (via description) batch_6a09414912d88190b7da0186ef7b227f completed May 17, 2026, 4:17 a.m.
Created at: April 16, 2026, 1:54 p.m.