Triple

T9085829
Position Surface form Disambiguated ID Type / Status
Subject Loughborough E217751 entity
Predicate hasMarket P2714 FINISHED
Object Loughborough Market
Loughborough Market is a historic open-air market in the town centre of Loughborough, England, known for its regular stalls selling fresh produce, goods, and local wares.
 E775799 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: Loughborough Market | Statement: [Loughborough, hasMarket, Loughborough Market]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Loughborough Market
Context triple: [Loughborough, hasMarket, Loughborough Market]
  • A. Leicester Market
    Leicester Market is a historic open-air market in the city of Leicester, England, known as one of the largest and oldest covered markets in Europe.
  • B. Eccles Market
    Eccles Market is a traditional local marketplace in Eccles, Greater Manchester, offering a variety of stalls selling fresh produce, goods, and services to the surrounding community.
  • C. Berwick Street Market
    Berwick Street Market is a historic open-air street market in London’s Soho district, known for its fresh produce, street food, and independent traders.
  • D. Crawford Market
    Crawford Market is a historic wholesale and retail marketplace in South Mumbai, India, known for its colonial-era architecture and bustling trade in fruits, vegetables, and household goods.
  • E. Maltby Street Market
    Maltby Street Market is a popular London food and drink market known for its artisan stalls, street food, and vibrant weekend atmosphere in Bermondsey.
  • 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: Loughborough Market
Triple: [Loughborough, hasMarket, Loughborough Market]
Generated description
Loughborough Market is a historic open-air market in the town centre of Loughborough, England, known for its regular stalls selling fresh produce, goods, and local wares.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Loughborough Market
Target entity description: Loughborough Market is a historic open-air market in the town centre of Loughborough, England, known for its regular stalls selling fresh produce, goods, and local wares.
  • A. Leicester Market
    Leicester Market is a historic open-air market in the city of Leicester, England, known as one of the largest and oldest covered markets in Europe.
  • B. Eccles Market
    Eccles Market is a traditional local marketplace in Eccles, Greater Manchester, offering a variety of stalls selling fresh produce, goods, and services to the surrounding community.
  • C. Berwick Street Market
    Berwick Street Market is a historic open-air street market in London’s Soho district, known for its fresh produce, street food, and independent traders.
  • D. Crawford Market
    Crawford Market is a historic wholesale and retail marketplace in South Mumbai, India, known for its colonial-era architecture and bustling trade in fruits, vegetables, and household goods.
  • E. Maltby Street Market
    Maltby Street Market is a popular London food and drink market known for its artisan stalls, street food, and vibrant weekend atmosphere in Bermondsey.
  • 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_69ca83d7a0388190ba1af89ed7ba36f9 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc9654cb3c819089fa8c0ab0841c81 completed April 1, 2026, 3:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69cffe40823481909a5c4b82bd24293a completed April 3, 2026, 5:52 p.m.
NEDg Description generation batch_69d000d5b24481908679dbb92372c4b9 completed April 3, 2026, 6:03 p.m.
NED2 Entity disambiguation (via description) batch_69d001692c3481909924615717e316c2 completed April 3, 2026, 6:05 p.m.
Created at: March 30, 2026, 7:13 p.m.