Triple

T4334789
Position Surface form Disambiguated ID Type / Status
Subject Halkomelem E97437 entity
Predicate associatedPeople P37 FINISHED
Object Hul’q’umi’num’-speaking First Nations E95433 NE FINISHED

How this triple was built (2 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: Hul’q’umi’num’-speaking First Nations | Statement: [Halkomelem, associatedPeople, Hul’q’umi’num’-speaking First Nations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hul’q’umi’num’-speaking First Nations
Context triple: [Halkomelem, associatedPeople, Hul’q’umi’num’-speaking First Nations]
  • A. Hul’q’umi’num’-speaking peoples chosen
    The Hul’q’umi’num’-speaking peoples are Indigenous Coast Salish communities of southeastern Vancouver Island and nearby Gulf Islands whose shared language and culture are rooted in the Hul’q’umi’num’ dialect of Halkomelem.
  • B. Tsilhqot'in people
    The Tsilhqot'in people are an Indigenous First Nations group of the Interior of British Columbia, Canada, known for their distinct Athabaskan language, semi-nomadic ranching and hunting traditions, and historic resistance to colonial encroachment.
  • C. Stó:lō people
    The Stó:lō people are an Indigenous Coast Salish nation of the lower Fraser River region in British Columbia, Canada, with a rich cultural heritage deeply tied to the river and its surrounding lands.
  • D. Nlaka'pamux people
    The Nlaka'pamux people are an Indigenous First Nations group of the Interior Salish region in British Columbia, Canada, with a distinct language, culture, and long-standing presence along the Fraser and Thompson river systems.
  • E. Bella Coola (Nuxalk) people
    The Bella Coola (Nuxalk) people are an Indigenous nation of what is now British Columbia, Canada, known for their rich artistic traditions, complex social and ceremonial life, and deep connection to the lands and waters of the central Pacific Northwest Coast.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69b3454662a481908fbcd0bbfaa3a0a4 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35152bfc88190ab5d53ca38f98d8a completed March 12, 2026, 11:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5db9c1a90819083d0889a65f04af2 completed March 14, 2026, 10:05 p.m.
Created at: March 12, 2026, 11:14 p.m.