Triple

T11900534
Position Surface form Disambiguated ID Type / Status
Subject Kelsea Ballerini E283136 entity
Predicate studioAlbum P25507 FINISHED
Object Subject to Change
Subject to Change is a country-pop studio album by American singer-songwriter Kelsea Ballerini that explores themes of growth, heartbreak, and self-discovery.
E953692 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: Subject to Change | Statement: [Kelsea Ballerini, studioAlbum, Subject to Change]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Subject to Change
Context triple: [Kelsea Ballerini, studioAlbum, Subject to Change]
  • A. A Change
    "A Change" is a soul song performed by Aretha Franklin, featured on her 1968 album "Aretha Now."
  • B. 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.
  • C. One New Change
    One New Change is a major modern retail and office complex in the City of London, known for its shopping centre and rooftop terrace with views of St Paul’s Cathedral.
  • D. Perpetual Change
    "Perpetual Change" is a progressive rock song by the band Yes, known for its complex structure, shifting time signatures, and philosophical lyrics, and appearing as a key track on their 1971 release *The Yes Album*.
  • E. Subject to Change Without Notice
    Subject to Change Without Notice is a 2012 instrumental rock and jazz-fusion album by American guitarist Jimmy Herring, showcasing his virtuosic playing and eclectic compositional 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: Subject to Change
Triple: [Kelsea Ballerini, studioAlbum, Subject to Change]
Generated description
Subject to Change is a country-pop studio album by American singer-songwriter Kelsea Ballerini that explores themes of growth, heartbreak, and self-discovery.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Subject to Change
Target entity description: Subject to Change is a country-pop studio album by American singer-songwriter Kelsea Ballerini that explores themes of growth, heartbreak, and self-discovery.
  • A. A Change
    "A Change" is a soul song performed by Aretha Franklin, featured on her 1968 album "Aretha Now."
  • B. 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.
  • C. One New Change
    One New Change is a major modern retail and office complex in the City of London, known for its shopping centre and rooftop terrace with views of St Paul’s Cathedral.
  • D. Perpetual Change
    "Perpetual Change" is a progressive rock song by the band Yes, known for its complex structure, shifting time signatures, and philosophical lyrics, and appearing as a key track on their 1971 release *The Yes Album*.
  • E. Subject to Change Without Notice
    Subject to Change Without Notice is a 2012 instrumental rock and jazz-fusion album by American guitarist Jimmy Herring, showcasing his virtuosic playing and eclectic compositional style.
  • 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_69d6ab2a90b08190a4e818821cc93e6d completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8dd16433881909befca9774bdaab4 completed April 10, 2026, 11:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69f4182f18c08190b22706b024d60dd7 completed May 1, 2026, 3:04 a.m.
NEDg Description generation batch_69f41f1d2da0819082f00cf61a6530b6 completed May 1, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69f4228a73708190a6d2db321e175921 completed May 1, 2026, 3:48 a.m.
Created at: April 8, 2026, 9:44 p.m.