Triple

T15566784
Position Surface form Disambiguated ID Type / Status
Subject Merlin (TV series) E371136 entity
Predicate developer P73 FINISHED
Object Julian Murphy
Julian Murphy is a British television producer and writer best known as a co-creator of the fantasy drama series "Merlin."
E1165443 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: Julian Murphy | Statement: [Merlin (TV series), developer, Julian Murphy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Julian Murphy
Context triple: [Merlin (TV series), developer, Julian Murphy]
  • A. Julian Reid
    Julian Reid is a relatively obscure individual whose specific public notability is not clearly established from the available information.
  • B. Julian Dennison
    Julian Dennison is a New Zealand actor best known for his breakout role in "Hunt for the Wilderpeople" and his performance in "Deadpool 2."
  • C. Julian Ovenden
    Julian Ovenden is a British actor and singer known for his work on stage and screen, including roles in productions such as "Downton Abbey" and numerous West End and Broadway musicals.
  • D. Julian Nott
    Julian Nott is a British composer best known for his film and television scores, including the music for the "Wallace & Gromit" series.
  • E. Julian Breece
    Julian Breece is an American screenwriter and producer known for his work on socially conscious film and television projects, including co-writing the biographical drama "Rustin" (2023).
  • 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: Julian Murphy
Triple: [Merlin (TV series), developer, Julian Murphy]
Generated description
Julian Murphy is a British television producer and writer best known as a co-creator of the fantasy drama series "Merlin."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Julian Murphy
Target entity description: Julian Murphy is a British television producer and writer best known as a co-creator of the fantasy drama series "Merlin."
  • A. Julian Reid
    Julian Reid is a relatively obscure individual whose specific public notability is not clearly established from the available information.
  • B. Julian Dennison
    Julian Dennison is a New Zealand actor best known for his breakout role in "Hunt for the Wilderpeople" and his performance in "Deadpool 2."
  • C. Julian Ovenden
    Julian Ovenden is a British actor and singer known for his work on stage and screen, including roles in productions such as "Downton Abbey" and numerous West End and Broadway musicals.
  • D. Julian Nott
    Julian Nott is a British composer best known for his film and television scores, including the music for the "Wallace & Gromit" series.
  • E. Julian Breece
    Julian Breece is an American screenwriter and producer known for his work on socially conscious film and television projects, including co-writing the biographical drama "Rustin" (2023).
  • 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_69d85cc6cf40819091f4a5facee1ebe6 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04dde90b081908284d9258d4462e3 completed April 16, 2026, 2:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff4c4219a081909acca9f783ecd44b completed May 9, 2026, 3:01 p.m.
NEDg Description generation batch_69ff50d54960819089491ccb580784b8 completed May 9, 2026, 3:20 p.m.
NED2 Entity disambiguation (via description) batch_69ff5208e9a08190b4a6f4157cf3c237 completed May 9, 2026, 3:26 p.m.
Created at: April 10, 2026, 4:10 a.m.