Triple

T8514667
Position Surface form Disambiguated ID Type / Status
Subject Maple Ridge E201542 entity
Predicate borderedBy P224 FINISHED
Object Langley Township
Langley Township is a largely suburban and rural municipality in British Columbia’s Metro Vancouver region, known for its farms, wineries, and growing residential communities.
 E738764 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: Langley Township | Statement: [Maple Ridge, borderedBy, Langley Township]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Langley Township
Context triple: [Maple Ridge, borderedBy, Langley Township]
  • A. Nepean Township
    Nepean Township was a historic municipality in eastern Ontario that developed as a suburban and rural community southwest of Ottawa before being amalgamated into the city.
  • B. Osgoode Township
    Osgoode Township was a former rural municipality in eastern Ontario that later became part of the city of Ottawa.
  • C. Loyalist Township
    Loyalist Township is a rural municipality in eastern Ontario, Canada, situated along the north shore of Lake Ontario west of Kingston.
  • D. Goulbourn Township
    Goulbourn Township was a former rural municipality in eastern Ontario, Canada, that later became part of the City of Ottawa.
  • E. Kingston Township
    Kingston Township is a municipal township located in northeastern Pennsylvania, United States.
  • 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: Langley Township
Triple: [Maple Ridge, borderedBy, Langley Township]
Generated description
Langley Township is a largely suburban and rural municipality in British Columbia’s Metro Vancouver region, known for its farms, wineries, and growing residential communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Langley Township
Target entity description: Langley Township is a largely suburban and rural municipality in British Columbia’s Metro Vancouver region, known for its farms, wineries, and growing residential communities.
  • A. Nepean Township
    Nepean Township was a historic municipality in eastern Ontario that developed as a suburban and rural community southwest of Ottawa before being amalgamated into the city.
  • B. Osgoode Township
    Osgoode Township was a former rural municipality in eastern Ontario that later became part of the city of Ottawa.
  • C. Loyalist Township
    Loyalist Township is a rural municipality in eastern Ontario, Canada, situated along the north shore of Lake Ontario west of Kingston.
  • D. Goulbourn Township
    Goulbourn Township was a former rural municipality in eastern Ontario, Canada, that later became part of the City of Ottawa.
  • E. Kingston Township
    Kingston Township is a municipal township located in northeastern Pennsylvania, United States.
  • 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_69ca8320e5748190ac2c585a0bba8193 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe60e12848190a4a3dfa457aef275 completed March 31, 2026, 3:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e56ef088190b4f938486bbb7962 completed April 2, 2026, 11:09 a.m.
NEDg Description generation batch_69ce4ffac8a08190bc2131c0d260ca39 completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce5117c7508190b74821d029d226c6 completed April 2, 2026, 11:20 a.m.
Created at: March 30, 2026, 6:15 p.m.