Triple
T1630922
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Late Registration |
E35253
|
entity |
| Predicate | notableSingle |
P3283
|
FINISHED |
| Object | Heard 'Em Say |
E65293
|
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: Heard 'Em Say | Statement: [Late Registration, notableSingle, Heard 'Em Say]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heard 'Em Say Context triple: [Late Registration, notableSingle, Heard 'Em Say]
-
A.
Heard 'Em Say
chosen
"Heard 'Em Say" is a reflective, soulful hip-hop song by Kanye West featuring Adam Levine, known for its introspective lyrics and mellow production.
-
B.
They Say
"They Say" is a song title that has been used by multiple artists across genres, typically exploring themes of external judgment and personal identity.
-
C.
Some Might Say
"Some Might Say" is a 1995 Britpop anthem by the English rock band Oasis, known as one of their major hit singles and a defining track of their early career.
-
D.
Don’t Forget ‘Em
Don’t Forget ‘Em is a notable work by the artist Consequence, recognized within his discography for its reflective, lyrically driven hip-hop style.
-
E.
Gossip Folks
"Gossip Folks" is a hip hop single by Missy Elliott featuring Ludacris, known for its playful confrontation of rumors and its distinctive, sample-driven production.
- 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_69a886036bc081909ff5de16dbe5e8ea |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a909f5ae98819091ce5e00eb4256a2 |
completed | March 5, 2026, 4:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad71a61de8819095005c222ec50810 |
completed | March 8, 2026, 12:55 p.m. |
Created at: March 4, 2026, 7:28 p.m.