Triple

T3649779
Position Surface form Disambiguated ID Type / Status
Subject Kamloops E77390 entity
Predicate hasNeighbourhood P4813 FINISHED
Object Brocklehurst
Brocklehurst is a residential neighbourhood in the city of Kamloops, British Columbia, known for its suburban character and proximity to the Thompson River.
 E376510 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: Brocklehurst | Statement: [Kamloops, hasNeighbourhood, Brocklehurst]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brocklehurst
Context triple: [Kamloops, hasNeighbourhood, Brocklehurst]
  • A. Mr. Brocklehurst
    Mr. Brocklehurst is the hypocritical, tyrannical clergyman and manager of Lowood School in Charlotte Brontë’s novel "Jane Eyre."
  • B. Stonehurst
    Stonehurst is a residential neighborhood within Upper Darby Township, Pennsylvania, known for its dense housing and proximity to West Philadelphia.
  • C. Mrs. Wallington's School
    Mrs. Wallington's School was a girls' school in Nuneaton, England, known for educating the future novelist George Eliot (Mary Ann Evans) during her early years.
  • D. Parkmill
    Parkmill is a small rural village situated in the scenic Gower Peninsula of South Wales, known as a gateway to nearby beaches, woodlands, and walking trails.
  • E. Brockenhurst
    Brockenhurst is a village in Hampshire, England, situated in the New Forest and served by a major railway station on the South West Main Line.
  • 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: Brocklehurst
Triple: [Kamloops, hasNeighbourhood, Brocklehurst]
Generated description
Brocklehurst is a residential neighbourhood in the city of Kamloops, British Columbia, known for its suburban character and proximity to the Thompson River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brocklehurst
Target entity description: Brocklehurst is a residential neighbourhood in the city of Kamloops, British Columbia, known for its suburban character and proximity to the Thompson River.
  • A. Mr. Brocklehurst
    Mr. Brocklehurst is the hypocritical, tyrannical clergyman and manager of Lowood School in Charlotte Brontë’s novel "Jane Eyre."
  • B. Stonehurst
    Stonehurst is a residential neighborhood within Upper Darby Township, Pennsylvania, known for its dense housing and proximity to West Philadelphia.
  • C. Mrs. Wallington's School
    Mrs. Wallington's School was a girls' school in Nuneaton, England, known for educating the future novelist George Eliot (Mary Ann Evans) during her early years.
  • D. Parkmill
    Parkmill is a small rural village situated in the scenic Gower Peninsula of South Wales, known as a gateway to nearby beaches, woodlands, and walking trails.
  • E. Brockenhurst
    Brockenhurst is a village in Hampshire, England, situated in the New Forest and served by a major railway station on the South West Main Line.
  • 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_69ad85def5cc8190863dccf55a18bebb completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc38fa1988190b630329700afc3dd completed March 8, 2026, 6:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69b44f4002948190af41072962006f51 completed March 13, 2026, 5:54 p.m.
NEDg Description generation batch_69b4531590408190b6048b6b0335eb0a completed March 13, 2026, 6:10 p.m.
NED2 Entity disambiguation (via description) batch_69b466719c788190a70d8338b45c28ab completed March 13, 2026, 7:33 p.m.
Created at: March 8, 2026, 3:24 p.m.