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.