Triple
T15627412
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Here Comes the Change |
E375716
|
entity |
| Predicate | hasTitle |
P38
|
FINISHED |
| Object | Here Comes the Change |
E375716
|
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: Here Comes the Change | Statement: [Here Comes the Change, hasTitle, Here Comes the Change]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Here Comes the Change Context triple: [Here Comes the Change, hasTitle, Here Comes the Change]
-
A.
Here Comes the Change
chosen
"Here Comes the Change" is a protest-themed song by Kesha, known for its feminist and political message and for being featured in the film *On the Basis of Sex*.
-
B.
Things Have Changed
"Things Have Changed" is a Grammy- and Oscar-winning song by Bob Dylan, known for its darkly reflective lyrics and frequent inclusion in his live concert performances.
-
C.
Everything Must Change
"Everything Must Change" is a reflective jazz ballad, most famously interpreted by artists like Nina Simone and Quincy Jones, that meditates on the inevitability of change and the passage of time.
-
D.
Everybody’s Changing
"Everybody’s Changing" is a 2003 piano-driven alternative rock song by British band Keane that became one of their breakthrough hits and a signature track of their debut album, *Hopes and Fears*.
-
E.
Things Change
Things Change is a 1988 American comedy-drama film directed by David Mamet about a mistaken-identity scheme involving a humble shoeshiner and the mob.
- 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_69ff5f43191c81908c5704314a002608 |
completed | May 9, 2026, 4:22 p.m. |
Created at: April 10, 2026, 4:14 a.m.