Triple

T6177203
Position Surface form Disambiguated ID Type / Status
Subject Next plc E137849 entity
Predicate formerName P65 FINISHED
Object Joseph Hepworth & Son
Joseph Hepworth & Son was a British clothing manufacturer and retailer that evolved into what is now known as the fashion and homeware company Next plc.
E574453 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: Joseph Hepworth & Son | Statement: [Next plc, formerName, Joseph Hepworth & Son]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joseph Hepworth & Son
Context triple: [Next plc, formerName, Joseph Hepworth & Son]
  • A. J. Hinks & Son
    J. Hinks & Son was a British shipbuilding firm known for constructing the 20th-century replica of the historic Mayflower, the Mayflower II.
  • B. Henry Willis & Sons
    Henry Willis & Sons is a renowned British firm of pipe organ builders, famous for constructing many of the United Kingdom’s most significant concert and church organs.
  • C. J.W. Foster and Sons
    J.W. Foster and Sons was a pioneering British athletic footwear company founded in the late 19th century, best known as the ancestor of the modern sportswear brand Reebok.
  • D. J. W. Steere & Son
    J. W. Steere & Son was a prominent American pipe organ building firm known for crafting high-quality instruments for churches and concert halls in the late 19th and early 20th centuries.
  • E. Henry Willis & Co.
    Henry Willis & Co. was a historic insurance brokerage firm that evolved into the global insurance and risk management company later known as Willis Group Holdings.
  • 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: Joseph Hepworth & Son
Triple: [Next plc, formerName, Joseph Hepworth & Son]
Generated description
Joseph Hepworth & Son was a British clothing manufacturer and retailer that evolved into what is now known as the fashion and homeware company Next plc.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joseph Hepworth & Son
Target entity description: Joseph Hepworth & Son was a British clothing manufacturer and retailer that evolved into what is now known as the fashion and homeware company Next plc.
  • A. J. Hinks & Son
    J. Hinks & Son was a British shipbuilding firm known for constructing the 20th-century replica of the historic Mayflower, the Mayflower II.
  • B. Henry Willis & Sons
    Henry Willis & Sons is a renowned British firm of pipe organ builders, famous for constructing many of the United Kingdom’s most significant concert and church organs.
  • C. J.W. Foster and Sons
    J.W. Foster and Sons was a pioneering British athletic footwear company founded in the late 19th century, best known as the ancestor of the modern sportswear brand Reebok.
  • D. J. W. Steere & Son
    J. W. Steere & Son was a prominent American pipe organ building firm known for crafting high-quality instruments for churches and concert halls in the late 19th and early 20th centuries.
  • E. Henry Willis & Co.
    Henry Willis & Co. was a historic insurance brokerage firm that evolved into the global insurance and risk management company later known as Willis Group Holdings.
  • 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_69c008a80f748190ba3d07ffc81acb29 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05dc87bc48190834042d9c41d5b86 completed March 22, 2026, 9:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c141bb426881908d5a1451b3619f03 completed March 23, 2026, 1:35 p.m.
NEDg Description generation batch_69c1467ef4d48190b714823935318c0a completed March 23, 2026, 1:56 p.m.
NED2 Entity disambiguation (via description) batch_69c146f59d9881908fdc6c0137f0ead7 completed March 23, 2026, 1:58 p.m.
Created at: March 22, 2026, 4:18 p.m.