Triple

T13687007
Position Surface form Disambiguated ID Type / Status
Subject Exam E328157 entity
Predicate editor P1954 FINISHED
Object Mark Talbot-Butler
Mark Talbot-Butler is a publishing professional best known for his role as editor of the magazine *Exam*.
E1054429 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: Mark Talbot-Butler | Statement: [Exam, editor, Mark Talbot-Butler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mark Talbot-Butler
Context triple: [Exam, editor, Mark Talbot-Butler]
  • A. Jeffrey Buttle
    Jeffrey Buttle is a Canadian figure skater and 2006 Olympic bronze medalist known for his artistry and strong skating skills.
  • B. Matt Bachand
    Matt Bachand is an American heavy metal guitarist and songwriter best known as a founding member of the band Shadows Fall.
  • C. Brock Chisholm
    Brock Chisholm was a Canadian psychiatrist and public health expert who became the founding Director-General of the World Health Organization and a prominent advocate for global mental health and international cooperation.
  • D. Mathew Cullen
    Mathew Cullen is an American music video and commercial director known for his visually inventive, high-profile work with major pop and hip-hop artists.
  • E. Ash Howes
    Ash Howes is a British record producer and mix engineer known for his work with major pop artists and chart-topping albums.
  • 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: Mark Talbot-Butler
Triple: [Exam, editor, Mark Talbot-Butler]
Generated description
Mark Talbot-Butler is a publishing professional best known for his role as editor of the magazine *Exam*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mark Talbot-Butler
Target entity description: Mark Talbot-Butler is a publishing professional best known for his role as editor of the magazine *Exam*.
  • A. Jeffrey Buttle
    Jeffrey Buttle is a Canadian figure skater and 2006 Olympic bronze medalist known for his artistry and strong skating skills.
  • B. Matt Bachand
    Matt Bachand is an American heavy metal guitarist and songwriter best known as a founding member of the band Shadows Fall.
  • C. Brock Chisholm
    Brock Chisholm was a Canadian psychiatrist and public health expert who became the founding Director-General of the World Health Organization and a prominent advocate for global mental health and international cooperation.
  • D. Mathew Cullen
    Mathew Cullen is an American music video and commercial director known for his visually inventive, high-profile work with major pop and hip-hop artists.
  • E. Ash Howes
    Ash Howes is a British record producer and mix engineer known for his work with major pop artists and chart-topping albums.
  • 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_69dbc670968881908e2b4fdf656c7285 completed April 12, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7944981ec8190be5ff39b7c2c70ab 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, 9:53 p.m.