Triple

T10366192
Position Surface form Disambiguated ID Type / Status
Subject In the Loop E244256 entity
Predicate screenwriter P2831 FINISHED
Object Tony Roche
Tony Roche is a British television and film writer best known for his sharp political satire on projects like "The Thick of It," "In the Loop," and "Veep."
 E750576 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: Tony Roche | Statement: [In the Loop, screenwriter, Tony Roche]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tony Roche
Context triple: [In the Loop, screenwriter, Tony Roche]
  • A. Tony Roche
    Tony Roche is a science fiction fan and writer best known for his work as a co-editor of the fanzine Journey Planet.
  • B. Martin Roche
    Martin Roche was an American architect best known as a partner in the influential Chicago firm Holabird & Roche, which helped shape the city’s early skyscraper architecture.
  • C. Andrew Martin
    Andrew Martin is the humanoid robot protagonist of Isaac Asimov’s “The Bicentennial Man,” whose centuries-long journey explores what it means to become human.
  • D. Vincent Roche
    Vincent Roche is a business executive known for leading the semiconductor company Analog Devices as its chief executive officer.
  • E. Peter Millar
    Peter Millar is a premium American lifestyle and golf apparel brand known for its high-quality, classic yet modern menswear and sportswear.
  • 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: Tony Roche
Triple: [In the Loop, screenwriter, Tony Roche]
Generated description
Tony Roche is a British television and film writer best known for his sharp political satire on projects like "The Thick of It," "In the Loop," and "Veep."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tony Roche
Target entity description: Tony Roche is a British television and film writer best known for his sharp political satire on projects like "The Thick of It," "In the Loop," and "Veep."
  • A. Tony Roche chosen
    Tony Roche is a science fiction fan and writer best known for his work as a co-editor of the fanzine Journey Planet.
  • B. Martin Roche
    Martin Roche was an American architect best known as a partner in the influential Chicago firm Holabird & Roche, which helped shape the city’s early skyscraper architecture.
  • C. Andrew Martin
    Andrew Martin is the humanoid robot protagonist of Isaac Asimov’s “The Bicentennial Man,” whose centuries-long journey explores what it means to become human.
  • D. Vincent Roche
    Vincent Roche is a business executive known for leading the semiconductor company Analog Devices as its chief executive officer.
  • E. Peter Millar
    Peter Millar is a premium American lifestyle and golf apparel brand known for its high-quality, classic yet modern menswear and sportswear.
  • F. None of above.

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_69d381b3e328819094b23b8edcd29b5a completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e96f25f48190a41c8b0206b9238c completed April 7, 2026, 11:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69d750c8c7588190a31bac5b774155fe completed April 9, 2026, 7:10 a.m.
NEDg Description generation batch_69d751ab890c8190b1549619049dab91 completed April 9, 2026, 7:13 a.m.
NED2 Entity disambiguation (via description) batch_69d7619e97588190a1443f9438c6efc0 completed April 9, 2026, 8:21 a.m.
Created at: April 6, 2026, noon