Triple
T3125205
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Romany Malco |
E65280
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object |
Blunt Talk
Blunt Talk is a satirical American television comedy series centered on a British newscaster navigating personal and professional chaos in Los Angeles.
|
E328363
|
NE FINISHED |
How this triple was built (4 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, knownFor, Blunt Talk]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blunt Talk Context triple: [Romany Malco, knownFor, Blunt Talk]
-
A.
Don’t Dull
Don’t Dull is a popular Afrobeat single by Nigerian artist Wizkid that helped solidify his early mainstream success.
-
B.
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.
-
C.
Talk Is Cheap
Talk Is Cheap is Keith Richards’ acclaimed 1988 debut solo album, known for its raw rock and roll sound and collaborations with members of his X-Pensive Winos band.
-
D.
No Manners
"No Manners" is a song by American singer Teyana Taylor from her 2018 R&B album "K.T.S.E."
-
E.
Lamb Talk
"Lamb Talk" is a 2018 trap single by American rapper Quavo, known for its luxury-themed lyrics and distinctive ad-lib-heavy style.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Blunt Talk Triple: [Romany Malco, knownFor, Blunt Talk]
Generated description
Blunt Talk is a satirical American television comedy series centered on a British newscaster navigating personal and professional chaos in Los Angeles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Blunt Talk Target entity description: Blunt Talk is a satirical American television comedy series centered on a British newscaster navigating personal and professional chaos in Los Angeles.
-
A.
Don’t Dull
Don’t Dull is a popular Afrobeat single by Nigerian artist Wizkid that helped solidify his early mainstream success.
-
B.
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.
-
C.
Talk Is Cheap
Talk Is Cheap is Keith Richards’ acclaimed 1988 debut solo album, known for its raw rock and roll sound and collaborations with members of his X-Pensive Winos band.
-
D.
No Manners
"No Manners" is a song by American singer Teyana Taylor from her 2018 R&B album "K.T.S.E."
-
E.
Lamb Talk
"Lamb Talk" is a 2018 trap single by American rapper Quavo, known for its luxury-themed lyrics and distinctive ad-lib-heavy style.
- F. None of above. chosen
Provenance (5 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_69b20f75fbf081909a2957b7277c3aae |
completed | March 12, 2026, 12:57 a.m. |
| NEDg | Description generation | batch_69b20fbe1ef081909ef8c11fef96fcf9 |
completed | March 12, 2026, 12:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2101960388190827cc3e64fdf293b |
completed | March 12, 2026, 1 a.m. |
Created at: March 8, 2026, 3:04 p.m.