Triple
T5388060
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Things Done Changed |
E120251
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object | Things Done Changed by The Notorious B.I.G. |
E120251
|
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: Things Done Changed by The Notorious B.I.G. | Statement: [Things Done Changed, alsoKnownAs, Things Done Changed by The Notorious B.I.G.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Things Done Changed by The Notorious B.I.G. Context triple: [Things Done Changed, alsoKnownAs, Things Done Changed by The Notorious B.I.G.]
-
A.
Things Done Changed
chosen
"Things Done Changed" is the reflective opening track on The Notorious B.I.G.'s debut album, contrasting his harsh past experiences with his newfound success and the changing realities of street life.
-
B.
It Don’t Have to Change
"It Don’t Have to Change" is a soulful R&B track by John Legend from his debut album "Get Lifted," showcasing his smooth vocals and reflective songwriting.
-
C.
I Changed a Lot
"I Changed a Lot" is a studio album by American DJ and producer DJ Khaled, featuring numerous guest artists and showcasing his signature hip hop and rap collaborations.
-
D.
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.
-
E.
Can’t You See (featuring The Notorious B.I.G.)
"Can’t You See (featuring The Notorious B.I.G.)" is a 1995 hip hop and R&B single by the group Total, best known for its smooth vocals, prominent sample of James Brown’s "The Payback," and a standout guest verse from The Notorious B.I.G.
- 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_69bd46354c648190a38b26f107010a96 |
completed | March 20, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69bd86f8d81081909174027a4fe640f2 |
completed | March 20, 2026, 5:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf335b5acc81908c43776b614e9c1a |
completed | March 22, 2026, 12:10 a.m. |
Created at: March 20, 2026, 2:03 p.m.