Triple
T3125216
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Romany Malco |
E65280
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Blunt Talk |
E328363
|
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: Blunt Talk | Statement: [Romany Malco, notableWork, Blunt Talk]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blunt Talk Context triple: [Romany Malco, notableWork, Blunt Talk]
-
A.
Blunt Talk
chosen
Blunt Talk is a satirical American television comedy series centered on a British newscaster navigating personal and professional chaos in Los Angeles.
-
B.
Let's Talk About It
"Let's Talk About It" is a track from Clipse’s debut album "Lord Willin'" that showcases the duo’s sharp lyricism over Neptunes-produced beats.
-
C.
Don’t Dull
Don’t Dull is a popular Afrobeat single by Nigerian artist Wizkid that helped solidify his early mainstream success.
-
D.
Nil by Mouth
Nil by Mouth is a 1997 British drama film written and directed by Gary Oldman that portrays a brutal, unflinching look at domestic violence and addiction in South London.
-
E.
We Need To Talk
We Need To Talk is the debut studio album by American singer-songwriter Tayla Parx, showcasing her blend of pop, R&B, and contemporary songwriting.
- 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_69ad8580c72481909672d37acf647893 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada52e9f348190aa15b2c0d252719f |
completed | March 8, 2026, 4:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b224d42fc4819095a0f6aec59db2c1 |
completed | March 12, 2026, 2:28 a.m. |
Created at: March 8, 2026, 3:04 p.m.