Triple
T20957386
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Things Have Changed |
E516135
|
entity |
| Predicate | hasTitle |
P38
|
FINISHED |
| Object | Things Have Changed |
—
|
NE NERFINISHED |
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: Things Have Changed | Statement: [Things Have Changed, hasTitle, Things Have Changed]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Things Have Changed Context triple: [Things Have Changed, hasTitle, Things Have Changed]
-
A.
Things Have Changed
chosen
"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.
-
B.
Everything Has Changed
"Everything Has Changed" is a pop-country duet by Taylor Swift featuring Ed Sheeran about the excitement and transformation that come with falling in love.
-
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.
Nothing Has Changed
Nothing Has Changed is a career-spanning compilation album by David Bowie that collects many of his most significant songs from across his decades-long career.
-
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 (2 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_69e0b4fde6c48190af1398e7e734629e |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6fb6c2f1481908360fb86d2b6a8e4 |
completed | April 21, 2026, 4:22 a.m. |
Created at: April 16, 2026, 1:28 p.m.