Triple
T15627414
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Here Comes the Change |
E375716
|
entity |
| Predicate | hasArtist |
P5936
|
FINISHED |
| Object | Kesha |
E252658
|
NE FINISHED |
How this triple was built (2 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: Kesha | Statement: [Here Comes the Change, hasArtist, Kesha]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kesha Context triple: [Here Comes the Change, hasArtist, Kesha]
-
A.
Kesha
chosen
Kesha is an American singer, songwriter, and rapper known for her eclectic pop sound, party anthems like "Tik Tok," and later critically acclaimed, emotionally raw work such as the album "Rainbow."
-
B.
Kesha Ward
Kesha Ward is an American businesswoman and philanthropist best known as the wife of rapper 2 Chainz and for her work in education and community initiatives.
-
C.
Rebecca Black
Rebecca Black is an American singer and internet personality best known for her 2011 viral pop song "Friday."
-
D.
Katy Perry
Katy Perry is an American pop singer and songwriter known for chart-topping hits like "Firework" and "Roar" and her colorful, theatrical performances.
-
E.
Kiesza
Kiesza is a Canadian singer, songwriter, and dancer best known for her 2014 deep house hit "Hideaway" and her distinctive, retro-influenced pop sound.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d85cd035a48190b73d5579ab73969a |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04eb4301881908c7157227fdf79b6 |
completed | April 16, 2026, 2:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff678c9d8c8190be73b6e7ed558e99 |
completed | May 9, 2026, 4:57 p.m. |
Created at: April 10, 2026, 4:14 a.m.