Triple
T6380105
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Waiting on the World to Change |
E143557
|
entity |
| Predicate | hasChorusLine |
P18290
|
FINISHED |
| Object | "Waiting on the world to change" |
E143557
|
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: "Waiting on the world to change" | Statement: [Waiting on the World to Change, hasChorusLine, "Waiting on the world to change"]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: "Waiting on the world to change" Context triple: [Waiting on the World to Change, hasChorusLine, "Waiting on the world to change"]
-
A.
Waiting on the World to Change
chosen
"Waiting on the World to Change" is a Grammy-winning pop-rock song by John Mayer that reflects on political apathy and the frustrations of a younger generation.
-
B.
Change the World
"Change the World" is a Grammy-winning soft rock song popularized by Eric Clapton, known for its smooth acoustic style and heartfelt lyrics.
-
C.
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.
-
D.
Everything Will Change
Everything Will Change is a song by American singer-songwriter Gavin DeGraw, known for its uplifting pop-rock style and emotive lyrics.
-
E.
The Change
The Change is a hip-hop album by rapper Noreaga (N.O.R.E.) that preceded his 1998 video compilation release "Banned from T.V."
- 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_69c008d9f4348190ab598a2913259a1c |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0685265208190b2204bd4abff2668 |
completed | March 22, 2026, 10:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c640b56de8819092e00930f56aeb56 |
completed | March 27, 2026, 8:32 a.m. |
Created at: March 22, 2026, 4:33 p.m.