Triple
T4241951
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hul’q’umi’num’-speaking peoples |
E95433
|
entity |
| Predicate | subgroupOf |
P10
|
FINISHED |
| Object |
Halkomelem-speaking peoples
The Halkomelem-speaking peoples are Indigenous Coast Salish communities of the Pacific Northwest who share related dialects of the Halkomelem language and distinct cultural traditions tied to the Fraser River and surrounding regions.
|
E17117
|
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: Halkomelem-speaking peoples | Statement: [Hul’q’umi’num’-speaking peoples, subgroupOf, Halkomelem-speaking peoples]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Halkomelem-speaking peoples Context triple: [Hul’q’umi’num’-speaking peoples, subgroupOf, Halkomelem-speaking peoples]
-
A.
Hul’q’umi’num’-speaking peoples
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.
Coast Salish peoples
The Coast Salish peoples are a group of culturally and linguistically related Indigenous nations of the Pacific Northwest Coast of North America, known for their complex social systems, rich artistic traditions, and deep connections to the land and waterways of the Salish Sea region.
-
C.
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.
-
D.
Chinookan peoples
The Chinookan peoples are Native American groups traditionally living along the lower Columbia River and nearby Pacific coast, known for their complex plank-house villages, river-based trade networks, and rich artistic and ceremonial traditions.
-
E.
Interior Salish peoples
The Interior Salish peoples are a group of Indigenous nations of the Interior Plateau region of British Columbia and the northwestern United States who share related Salishan languages and cultural traditions.
- 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: Halkomelem-speaking peoples Triple: [Hul’q’umi’num’-speaking peoples, subgroupOf, Halkomelem-speaking peoples]
Generated description
The Halkomelem-speaking peoples are Indigenous Coast Salish communities of the Pacific Northwest who share related dialects of the Halkomelem language and distinct cultural traditions tied to the Fraser River and surrounding regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Halkomelem-speaking peoples Target entity description: The Halkomelem-speaking peoples are Indigenous Coast Salish communities of the Pacific Northwest who share related dialects of the Halkomelem language and distinct cultural traditions tied to the Fraser River and surrounding regions.
-
A.
Hul’q’umi’num’-speaking peoples
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.
Coast Salish peoples
chosen
The Coast Salish peoples are a group of culturally and linguistically related Indigenous nations of the Pacific Northwest Coast of North America, known for their complex social systems, rich artistic traditions, and deep connections to the land and waterways of the Salish Sea region.
-
C.
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.
-
D.
Chinookan peoples
The Chinookan peoples are Native American groups traditionally living along the lower Columbia River and nearby Pacific coast, known for their complex plank-house villages, river-based trade networks, and rich artistic and ceremonial traditions.
-
E.
Interior Salish peoples
The Interior Salish peoples are a group of Indigenous nations of the Interior Plateau region of British Columbia and the northwestern United States who share related Salishan languages and cultural traditions.
- F. None of above.
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_69b3453d91548190b4d4ef8fe52aa2ac |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34e891bc08190831187da4f553f48 |
completed | March 12, 2026, 11:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5a872fd6881908a3fbe37e7c35c92 |
completed | March 14, 2026, 6:26 p.m. |
| NEDg | Description generation | batch_69b5a8e024a081909e7ecbe969793281 |
completed | March 14, 2026, 6:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5acefd1f881908226ff68a741552b |
completed | March 14, 2026, 6:46 p.m. |
Created at: March 12, 2026, 11:05 p.m.