Triple

T4925116
Position Surface form Disambiguated ID Type / Status
Subject Southwestern British Columbia E110558 entity
Predicate hasTown P847 FINISHED
Object Pemberton
Pemberton is a small rural community in southwestern British Columbia, Canada, known for its agricultural valley setting and proximity to outdoor recreation areas near Whistler.
 E480251 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: Pemberton | Statement: [Southwestern British Columbia, hasTown, Pemberton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pemberton
Context triple: [Southwestern British Columbia, hasTown, Pemberton]
  • A. Pemberton
    Pemberton is a small timber and tourism town in the forested hinterland of Western Australia's South West, known for its towering karri trees, wineries, and outdoor recreation.
  • B. Pemberton
    Pemberton is a suburban area and ward within the Metropolitan Borough of Wigan in Greater Manchester, England.
  • C. Peniston
    Peniston is a masculine given name of English origin, historically borne by several members of the British aristocracy.
  • D. Brewster
    Brewster is a coastal town on Cape Cod in Massachusetts known for its scenic beaches, historic charm, and bayside conservation lands.
  • E. Brewster
    Brewster is an English occupational surname historically associated with brewing ale or beer.
  • 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: Pemberton
Triple: [Southwestern British Columbia, hasTown, Pemberton]
Generated description
Pemberton is a small rural community in southwestern British Columbia, Canada, known for its agricultural valley setting and proximity to outdoor recreation areas near Whistler.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pemberton
Target entity description: Pemberton is a small rural community in southwestern British Columbia, Canada, known for its agricultural valley setting and proximity to outdoor recreation areas near Whistler.
  • A. Pemberton
    Pemberton is a small timber and tourism town in the forested hinterland of Western Australia's South West, known for its towering karri trees, wineries, and outdoor recreation.
  • B. Pemberton
    Pemberton is a suburban area and ward within the Metropolitan Borough of Wigan in Greater Manchester, England.
  • C. Peniston
    Peniston is a masculine given name of English origin, historically borne by several members of the British aristocracy.
  • D. Brewster
    Brewster is a coastal town on Cape Cod in Massachusetts known for its scenic beaches, historic charm, and bayside conservation lands.
  • E. Brewster
    Brewster is an English occupational surname historically associated with brewing ale or beer.
  • 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_69bd4413f9908190afcff44d7929cc4c completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd7033c430819088e62f14979aa83c completed March 20, 2026, 4:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69be77a9dff481908c7f525f233d9bce completed March 21, 2026, 10:49 a.m.
NEDg Description generation batch_69be781aa8648190a58587e6f3e04e11 completed March 21, 2026, 10:51 a.m.
NED2 Entity disambiguation (via description) batch_69be78a0bdc88190bd8458658f15f879 completed March 21, 2026, 10:53 a.m.
Created at: March 20, 2026, 1:30 p.m.