Triple

T15491666
Position Surface form Disambiguated ID Type / Status
Subject Return to Telos E378700 entity
Predicate writer P1360 FINISHED
Object John Dorney
John Dorney is a British writer and actor best known for his acclaimed audio dramas for Big Finish Productions, particularly within the Doctor Who franchise.
 E1174691 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: John Dorney | Statement: [Return to Telos, writer, John Dorney]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Dorney
Context triple: [Return to Telos, writer, John Dorney]
  • A. John Dodds
    John Dodds was the husband of American actress Vivian Vance, best known for her role as Ethel Mertz on the classic television series "I Love Lucy."
  • B. Graham Jessop
    Graham Jessop is a British marine archaeologist and shipwreck hunter known for his work on deep-sea salvage and underwater exploration projects.
  • C. Ray Deakin
    Ray Deakin was an English professional footballer, best known as a tough-tackling defender whose performances earned him recognition in the Bolton Wanderers Hall of Fame.
  • D. Richard Bristow
    Richard Bristow was a 16th-century English Catholic scholar and theologian who contributed to the development and annotation of the Douay–Rheims Bible.
  • E. Paul Broughton
    Paul Broughton is an actor best known for his role in the British television drama series "The Lakes."
  • 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: John Dorney
Triple: [Return to Telos, writer, John Dorney]
Generated description
John Dorney is a British writer and actor best known for his acclaimed audio dramas for Big Finish Productions, particularly within the Doctor Who franchise.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Dorney
Target entity description: John Dorney is a British writer and actor best known for his acclaimed audio dramas for Big Finish Productions, particularly within the Doctor Who franchise.
  • A. John Dodds
    John Dodds was the husband of American actress Vivian Vance, best known for her role as Ethel Mertz on the classic television series "I Love Lucy."
  • B. Graham Jessop
    Graham Jessop is a British marine archaeologist and shipwreck hunter known for his work on deep-sea salvage and underwater exploration projects.
  • C. Ray Deakin
    Ray Deakin was an English professional footballer, best known as a tough-tackling defender whose performances earned him recognition in the Bolton Wanderers Hall of Fame.
  • D. Richard Bristow
    Richard Bristow was a 16th-century English Catholic scholar and theologian who contributed to the development and annotation of the Douay–Rheims Bible.
  • E. Paul Broughton
    Paul Broughton is an actor best known for his role in the British television drama series "The Lakes."
  • 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_69d85cd53a7c819080f5b9042c4c199e completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03fac2af88190ac1d119e6b21dbe0 completed April 16, 2026, 1:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff8759922c8190ae5a5700e3ecc87c completed May 9, 2026, 7:13 p.m.
NEDg Description generation batch_69ff87f0eed08190a0eaffb4a32f1eae completed May 9, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69ff88ba20788190aeadd14e56c510db completed May 9, 2026, 7:19 p.m.
Created at: April 10, 2026, 3:48 a.m.