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.