Triple

T6322886
Position Surface form Disambiguated ID Type / Status
Subject Surrey E141784 entity
Predicate hasNeighbourhood P4813 FINISHED
Object Whalley
Whalley is a central urban neighbourhood in the city of Surrey, British Columbia, known for its major transit hub and ongoing high-density redevelopment.
 E584227 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: Whalley | Statement: [Surrey, hasNeighbourhood, Whalley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Whalley
Context triple: [Surrey, hasNeighbourhood, Whalley]
  • A. Whalley
    Whalley is a historic village in Lancashire, England, known for its medieval abbey ruins and picturesque setting in the Ribble Valley.
  • B. Wylie
    Wylie is a suburban city in the Dallas–Fort Worth metropolitan area in northeastern Texas.
  • C. Whiteley
    Whiteley is a surname of English origin borne by various notable individuals across fields such as acting, art, and business.
  • D. Whiteley
    Whiteley is a modern residential and commercial development in Hampshire, England, known for its shopping centre and proximity to major transport links.
  • E. Benthall
    Benthall is a small village in Shropshire, England, known for its historic Benthall Hall and rural surroundings near the town of Broseley.
  • 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: Whalley
Triple: [Surrey, hasNeighbourhood, Whalley]
Generated description
Whalley is a central urban neighbourhood in the city of Surrey, British Columbia, known for its major transit hub and ongoing high-density redevelopment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Whalley
Target entity description: Whalley is a central urban neighbourhood in the city of Surrey, British Columbia, known for its major transit hub and ongoing high-density redevelopment.
  • A. Whalley
    Whalley is a historic village in Lancashire, England, known for its medieval abbey ruins and picturesque setting in the Ribble Valley.
  • B. Wylie
    Wylie is a suburban city in the Dallas–Fort Worth metropolitan area in northeastern Texas.
  • C. Whiteley
    Whiteley is a surname of English origin borne by various notable individuals across fields such as acting, art, and business.
  • D. Whiteley
    Whiteley is a modern residential and commercial development in Hampshire, England, known for its shopping centre and proximity to major transport links.
  • E. Benthall
    Benthall is a small village in Shropshire, England, known for its historic Benthall Hall and rural surroundings near the town of Broseley.
  • 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_69c008d201748190917e69c41ba3f978 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c064e38f1c81909c7e90b520602bae completed March 22, 2026, 9:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5e490472c8190b4ecc935bf03d01e completed March 27, 2026, 1:59 a.m.
NEDg Description generation batch_69c5e6347c108190bfdbad7c18880a37 completed March 27, 2026, 2:06 a.m.
NED2 Entity disambiguation (via description) batch_69c5e6bb552c8190a092495b5ecb5b57 completed March 27, 2026, 2:08 a.m.
Created at: March 22, 2026, 4:29 p.m.