Triple

T13695104
Position Surface form Disambiguated ID Type / Status
Subject Blunt Talk E328363 entity
Predicate creator P184 FINISHED
Object Jonathan Ames
Jonathan Ames is an American author, essayist, and television writer best known for creating quirky, character-driven series such as "Bored to Death" and other offbeat comedic works.
E1054574 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: Jonathan Ames | Statement: [Blunt Talk, creator, Jonathan Ames]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jonathan Ames
Context triple: [Blunt Talk, creator, Jonathan Ames]
  • A. Michael Ames
    Michael Ames is a personal name shared by multiple individuals, including professionals in fields such as politics, academia, and the arts.
  • B. Josh Gudwin
    Josh Gudwin is a Grammy-winning Canadian recording and mixing engineer best known for his work with major pop artists such as Justin Bieber.
  • C. Aaron Guzikowski
    Aaron Guzikowski is an American screenwriter best known for writing the acclaimed thriller film "Prisoners" and creating the science fiction series "Raised by Wolves."
  • D. Patrick Nielsen Hayden
    Patrick Nielsen Hayden is an influential American science fiction and fantasy editor and publisher, known for shaping the careers of numerous prominent genre authors.
  • E. Dan Erickson
    Dan Erickson is a television writer and producer best known for creating the acclaimed sci-fi thriller series "Severance."
  • 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: Jonathan Ames
Triple: [Blunt Talk, creator, Jonathan Ames]
Generated description
Jonathan Ames is an American author, essayist, and television writer best known for creating quirky, character-driven series such as "Bored to Death" and other offbeat comedic works.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jonathan Ames
Target entity description: Jonathan Ames is an American author, essayist, and television writer best known for creating quirky, character-driven series such as "Bored to Death" and other offbeat comedic works.
  • A. Michael Ames
    Michael Ames is a personal name shared by multiple individuals, including professionals in fields such as politics, academia, and the arts.
  • B. Josh Gudwin
    Josh Gudwin is a Grammy-winning Canadian recording and mixing engineer best known for his work with major pop artists such as Justin Bieber.
  • C. Aaron Guzikowski
    Aaron Guzikowski is an American screenwriter best known for writing the acclaimed thriller film "Prisoners" and creating the science fiction series "Raised by Wolves."
  • D. Patrick Nielsen Hayden
    Patrick Nielsen Hayden is an influential American science fiction and fantasy editor and publisher, known for shaping the careers of numerous prominent genre authors.
  • E. Dan Erickson
    Dan Erickson is a television writer and producer best known for creating the acclaimed sci-fi thriller series "Severance."
  • 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_69d8076ff62081908a7bd79889edd7a0 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc8773f388190b2413b1e05fd5fd7 completed April 12, 2026, 4:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69f794514afc8190b334b1fc74a6cdd5 completed May 3, 2026, 6:30 p.m.
NEDg Description generation batch_69f795e361c48190b37060312e7df181 completed May 3, 2026, 6:37 p.m.
NED2 Entity disambiguation (via description) batch_69f796e5c60c8190a19389bc4cdbd658 completed May 3, 2026, 6:41 p.m.
Created at: April 9, 2026, 9:54 p.m.