Triple

T23512789
Position Surface form Disambiguated ID Type / Status
Subject Peter Barkworth E572473 entity
Predicate familyName P18 FINISHED
Object Barkworth
Barkworth is an English surname most notably associated with the British actor Peter Barkworth.
 E1591537 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: Barkworth | Statement: [Peter Barkworth, familyName, Barkworth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barkworth
Context triple: [Peter Barkworth, familyName, Barkworth]
  • A. Barkway
    Barkway is a historic rural village in Hertfordshire, England, known for its traditional high street, period cottages, and surrounding countryside.
  • B. Buckrose
    Buckrose was a historic wapentake (administrative division) in the East Riding of Yorkshire, England.
  • C. Binnaway
    Binnaway is a small rural town in the Orana region of New South Wales, Australia, known for its agricultural surroundings and historic railway connections.
  • D. Budden
    Budden is the surname of Joe Budden, an American rapper, media personality, and host of "The Joe Budden Podcast."
  • E. Borenore
    Borenore is a small rural locality in the Central West region of New South Wales, Australia, known for its agricultural surroundings and nearby limestone caves.
  • 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: Barkworth
Triple: [Peter Barkworth, familyName, Barkworth]
Generated description
Barkworth is an English surname most notably associated with the British actor Peter Barkworth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Barkworth
Target entity description: Barkworth is an English surname most notably associated with the British actor Peter Barkworth.
  • A. Barkway
    Barkway is a historic rural village in Hertfordshire, England, known for its traditional high street, period cottages, and surrounding countryside.
  • B. Buckrose
    Buckrose was a historic wapentake (administrative division) in the East Riding of Yorkshire, England.
  • C. Binnaway
    Binnaway is a small rural town in the Orana region of New South Wales, Australia, known for its agricultural surroundings and historic railway connections.
  • D. Budden
    Budden is the surname of Joe Budden, an American rapper, media personality, and host of "The Joe Budden Podcast."
  • E. Borenore
    Borenore is a small rural locality in the Central West region of New South Wales, Australia, known for its agricultural surroundings and nearby limestone caves.
  • 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_69e245b5e4208190bac8a6509867e394 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1aa7f583881909e78e8fe2e6e25fe completed April 29, 2026, 6:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0cdf46f18c81908dfe27a37d667f18 completed May 19, 2026, 10:08 p.m.
NEDg Description generation batch_6a0ce1e95ad48190bcf2f07f169b8276 completed May 19, 2026, 10:19 p.m.
NED2 Entity disambiguation (via description) batch_6a0ce26bb9bc8190826a14b9c894bfd9 completed May 19, 2026, 10:21 p.m.
Created at: April 17, 2026, 6:08 p.m.