Triple

T12529902
Position Surface form Disambiguated ID Type / Status
Subject John David Pugh E299534 entity
Predicate precededBy P97 FINISHED
Object Matthew Banks
Matthew Banks is a British politician who served as a Member of Parliament before being succeeded by John David Pugh.
 E986238 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: Matthew Banks | Statement: [John David Pugh, precededBy, Matthew Banks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Matthew Banks
Context triple: [John David Pugh, precededBy, Matthew Banks]
  • A. Mike Banks
    Mike Banks is an American techno producer and co-founder of the influential Detroit-based Underground Resistance collective.
  • B. Matthew York
    Matthew York is the son of American actor Dick York, best known for his role as the original Darrin Stephens on the television series "Bewitched."
  • C. Marcus Banks
    Marcus Banks is a former American professional basketball player who played as a point guard in the NBA for several teams in the 2000s.
  • D. Sam McMurray
    Sam McMurray is an American character actor known for his comedic and supporting roles in film and television, including appearances in projects like "Drop Dead Gorgeous," "Raising Arizona," and "The Simpsons."
  • E. Don Banks
    Don Banks was an Australian composer and jazz musician known for his modernist concert works and numerous film and television scores.
  • 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: Matthew Banks
Triple: [John David Pugh, precededBy, Matthew Banks]
Generated description
Matthew Banks is a British politician who served as a Member of Parliament before being succeeded by John David Pugh.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Matthew Banks
Target entity description: Matthew Banks is a British politician who served as a Member of Parliament before being succeeded by John David Pugh.
  • A. Mike Banks
    Mike Banks is an American techno producer and co-founder of the influential Detroit-based Underground Resistance collective.
  • B. Matthew York
    Matthew York is the son of American actor Dick York, best known for his role as the original Darrin Stephens on the television series "Bewitched."
  • C. Marcus Banks
    Marcus Banks is a former American professional basketball player who played as a point guard in the NBA for several teams in the 2000s.
  • D. Sam McMurray
    Sam McMurray is an American character actor known for his comedic and supporting roles in film and television, including appearances in projects like "Drop Dead Gorgeous," "Raising Arizona," and "The Simpsons."
  • E. Don Banks
    Don Banks was an Australian composer and jazz musician known for his modernist concert works and numerous film and television scores.
  • 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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d95469d100819087c83bc55e3ec9ce completed April 10, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bc674e881908673e1f9103cc8be completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64c7d337c81909ee9ea52158a756f completed May 2, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69f64d653b988190b11d061f55ef7192 completed May 2, 2026, 7:15 p.m.
Created at: April 8, 2026, 9:57 p.m.