Triple

T8005031
Position Surface form Disambiguated ID Type / Status
Subject Myra Hindley E186342 entity
Predicate employer P7 FINISHED
Object Millwards Merchandising
Millwards Merchandising was a retail firm in Greater Manchester where Myra Hindley worked as a clerk before and during the period of the Moors murders.
 E701716 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: Millwards Merchandising | Statement: [Myra Hindley, employer, Millwards Merchandising]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Millwards Merchandising
Context triple: [Myra Hindley, employer, Millwards Merchandising]
  • A. John Middleton Company
    John Middleton Company is a U.S. tobacco manufacturer best known for producing machine-made cigars and pipe tobacco brands such as Black & Mild.
  • B. Booker Wholesale
    Booker Wholesale is a major UK cash-and-carry and foodservice wholesaler supplying retailers, caterers, and small businesses with a wide range of grocery and related products.
  • C. Spencer Shops
    Spencer Shops is a historic former Southern Railway steam locomotive repair facility in North Carolina that now serves as part of the North Carolina Transportation Museum.
  • D. Lands End
    Lands End is a rugged coastal park in San Francisco known for its cliffside trails, scenic views of the Golden Gate Bridge, and historic ruins such as the Sutro Baths.
  • E. Sheed & Ward
    Sheed & Ward is a historically significant publishing imprint known for its works in Catholic theology, religious studies, and philosophy.
  • 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: Millwards Merchandising
Triple: [Myra Hindley, employer, Millwards Merchandising]
Generated description
Millwards Merchandising was a retail firm in Greater Manchester where Myra Hindley worked as a clerk before and during the period of the Moors murders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Millwards Merchandising
Target entity description: Millwards Merchandising was a retail firm in Greater Manchester where Myra Hindley worked as a clerk before and during the period of the Moors murders.
  • A. John Middleton Company
    John Middleton Company is a U.S. tobacco manufacturer best known for producing machine-made cigars and pipe tobacco brands such as Black & Mild.
  • B. Booker Wholesale
    Booker Wholesale is a major UK cash-and-carry and foodservice wholesaler supplying retailers, caterers, and small businesses with a wide range of grocery and related products.
  • C. Spencer Shops
    Spencer Shops is a historic former Southern Railway steam locomotive repair facility in North Carolina that now serves as part of the North Carolina Transportation Museum.
  • D. Lands End
    Lands End is a rugged coastal park in San Francisco known for its cliffside trails, scenic views of the Golden Gate Bridge, and historic ruins such as the Sutro Baths.
  • E. Sheed & Ward
    Sheed & Ward is a historically significant publishing imprint known for its works in Catholic theology, religious studies, and philosophy.
  • 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_69ca82aaaf24819084b94d18f699ba53 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3cf5fb588190ada4ec7d8087619c completed March 31, 2026, 3:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe127afe0819092d5ad0c430fadc4 completed March 31, 2026, 2:58 p.m.
NEDg Description generation batch_69cbe442999881909544802bb9a91cd5 completed March 31, 2026, 3:12 p.m.
NED2 Entity disambiguation (via description) batch_69cc09c676148190964d4947310ec16a completed March 31, 2026, 5:52 p.m.
Created at: March 30, 2026, 5:18 p.m.