Triple

T14275061
Position Surface form Disambiguated ID Type / Status
Subject Phil Mitchell E353892 entity
Predicate introducedBy P513 FINISHED
Object Michael Ferguson
Michael Ferguson is a television director known for his work on the British soap opera EastEnders.
E1132802 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: Michael Ferguson | Statement: [Phil Mitchell, introducedBy, Michael Ferguson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Ferguson
Context triple: [Phil Mitchell, introducedBy, Michael Ferguson]
  • A. Paul Ferguson
    Paul Ferguson is an English drummer best known as a founding member of the post-punk band Killing Joke.
  • B. Michael Fottrell
    Michael Fottrell is a film producer best known for his work on major action franchises, including entries in the Fast & Furious series.
  • C. Keith Ferguson
    Keith Ferguson was an American blues and rock bassist best known for his work with the Texas band The Fabulous Thunderbirds.
  • D. Keith Ferguson
    Keith Ferguson is an American voice actor known for his work in animation and video games, including roles in series like "Foster's Home for Imaginary Friends" and various Blizzard Entertainment titles.
  • E. Alan Ferguson
    Alan Ferguson is an American music video director known for his work with prominent artists across R&B, pop, and rock.
  • 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: Michael Ferguson
Triple: [Phil Mitchell, introducedBy, Michael Ferguson]
Generated description
Michael Ferguson is a television director known for his work on the British soap opera EastEnders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Ferguson
Target entity description: Michael Ferguson is a television director known for his work on the British soap opera EastEnders.
  • A. Paul Ferguson
    Paul Ferguson is an English drummer best known as a founding member of the post-punk band Killing Joke.
  • B. Michael Fottrell
    Michael Fottrell is a film producer best known for his work on major action franchises, including entries in the Fast & Furious series.
  • C. Keith Ferguson
    Keith Ferguson was an American blues and rock bassist best known for his work with the Texas band The Fabulous Thunderbirds.
  • D. Keith Ferguson
    Keith Ferguson is an American voice actor known for his work in animation and video games, including roles in series like "Foster's Home for Imaginary Friends" and various Blizzard Entertainment titles.
  • E. Alan Ferguson
    Alan Ferguson is an American music video director known for his work with prominent artists across R&B, pop, and rock.
  • 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_69d8278d25148190abf1a8c8f5f533ad completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6582f5308190969f4cfd724d9139 completed April 14, 2026, 4:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe9db6187c8190969b035bc2813413 completed May 9, 2026, 2:36 a.m.
NEDg Description generation batch_69fe9e41de7c8190a2c2ce525d04fb49 completed May 9, 2026, 2:38 a.m.
NED2 Entity disambiguation (via description) batch_69fe9edd6fac8190907cdadb0de02d63 completed May 9, 2026, 2:41 a.m.
Created at: April 10, 2026, 1:10 a.m.