Triple

T8122659
Position Surface form Disambiguated ID Type / Status
Subject Madness E189644 entity
Predicate hasMember P10 FINISHED
Object Mark Bedford
Mark Bedford is an English bassist best known as a member of the ska and pop band Madness.
 E714604 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 Bedford | Statement: [Madness, hasMember, Mark Bedford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mark Bedford
Context triple: [Madness, hasMember, Mark Bedford]
  • A. Scott Arfield
    Scott Arfield is a professional footballer, best known as a midfielder who represented the Canadian national team after previously playing for Scotland at youth level and having a long club career in Scotland and England.
  • B. Andrew Brice
    Andrew Brice is an Australian entrepreneur best known as the co-founder of the online travel company Wotif Group.
  • C. Jason Flemyng
    Jason Flemyng is an English actor known for his character roles in films such as "Lock, Stock and Two Smoking Barrels," "Snatch," and various Hollywood and British productions.
  • D. John Brierley
    John Brierley is the real-life Australian man whose childhood journey from India to adoption and later search for his birth family inspired the book and film "Lion."
  • E. Peter Butterworth
    Peter Butterworth was an English comic actor best known for his roles in the "Carry On" film series and various British television comedies.
  • 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 Bedford
Triple: [Madness, hasMember, Mark Bedford]
Generated description
Mark Bedford is an English bassist best known as a member of the ska and pop band Madness.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mark Bedford
Target entity description: Mark Bedford is an English bassist best known as a member of the ska and pop band Madness.
  • A. Scott Arfield
    Scott Arfield is a professional footballer, best known as a midfielder who represented the Canadian national team after previously playing for Scotland at youth level and having a long club career in Scotland and England.
  • B. Andrew Brice
    Andrew Brice is an Australian entrepreneur best known as the co-founder of the online travel company Wotif Group.
  • C. Jason Flemyng
    Jason Flemyng is an English actor known for his character roles in films such as "Lock, Stock and Two Smoking Barrels," "Snatch," and various Hollywood and British productions.
  • D. John Brierley
    John Brierley is the real-life Australian man whose childhood journey from India to adoption and later search for his birth family inspired the book and film "Lion."
  • E. Peter Butterworth
    Peter Butterworth was an English comic actor best known for his roles in the "Carry On" film series and various British television comedies.
  • 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_69ca82bb74848190afb1f18640632c10 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb435cb30881909ccaa2f625e53799 completed March 31, 2026, 3:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc945c743c8190bf1d8e60975bd8bc completed April 1, 2026, 3:43 a.m.
NEDg Description generation batch_69cc976995e481908a7e8f3b49c2784b completed April 1, 2026, 3:56 a.m.
NED2 Entity disambiguation (via description) batch_69cca843fbc0819098d1841fcef25eaa completed April 1, 2026, 5:08 a.m.
Created at: March 30, 2026, 5:33 p.m.