Triple

T20703554
Position Surface form Disambiguated ID Type / Status
Subject Black Lake Denesuline First Nation E508841 entity
Predicate hasLanguage P15 FINISHED
Object Denesuline language
The Denesuline language is an Athabaskan Indigenous language spoken by the Denesuline (Chipewyan) people of northern Canada, particularly across parts of Saskatchewan, Manitoba, Alberta, and the Northwest Territories.
 E1445269 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: Denesuline language | Statement: [Black Lake Denesuline First Nation, hasLanguage, Denesuline language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Denesuline language
Context triple: [Black Lake Denesuline First Nation, hasLanguage, Denesuline language]
  • A. Dusner language
    The Dusner language is a highly endangered Papuan language spoken by a small community in the West Papua region of Indonesia.
  • B. Dendi language
    The Dendi language is a Songhay language spoken primarily along the Niger River in Benin, Niger, and Nigeria, serving as a regional lingua franca in trade and daily communication.
  • C. Denya language
    Denya is a Bantoid language of the Mamfe group spoken by a small community in southwestern Cameroon.
  • D. Sula language
    The Sula language is an Austronesian language spoken by the indigenous communities of the Sula Islands in eastern Indonesia.
  • E. Dené languages
    Dené languages are a major family of Indigenous North American languages, often called Athabaskan, spoken from Alaska and western Canada to the U.S. Southwest.
  • 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: Denesuline language
Triple: [Black Lake Denesuline First Nation, hasLanguage, Denesuline language]
Generated description
The Denesuline language is an Athabaskan Indigenous language spoken by the Denesuline (Chipewyan) people of northern Canada, particularly across parts of Saskatchewan, Manitoba, Alberta, and the Northwest Territories.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Denesuline language
Target entity description: The Denesuline language is an Athabaskan Indigenous language spoken by the Denesuline (Chipewyan) people of northern Canada, particularly across parts of Saskatchewan, Manitoba, Alberta, and the Northwest Territories.
  • A. Dusner language
    The Dusner language is a highly endangered Papuan language spoken by a small community in the West Papua region of Indonesia.
  • B. Dendi language
    The Dendi language is a Songhay language spoken primarily along the Niger River in Benin, Niger, and Nigeria, serving as a regional lingua franca in trade and daily communication.
  • C. Denya language
    Denya is a Bantoid language of the Mamfe group spoken by a small community in southwestern Cameroon.
  • D. Sula language
    The Sula language is an Austronesian language spoken by the indigenous communities of the Sula Islands in eastern Indonesia.
  • E. Dené languages
    Dené languages are a major family of Indigenous North American languages, often called Athabaskan, spoken from Alaska and western Canada to the U.S. Southwest.
  • 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_69e0b4c2b2a481909e31e9cb8f81ab55 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6c18dbda081908217dcb61cbf7ba4 completed April 21, 2026, 12:15 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08d7f035f4819088fd2f0563a3ebda completed May 16, 2026, 8:47 p.m.
NEDg Description generation batch_6a08d8aa839c81908be2c3e5c8f54ef5 completed May 16, 2026, 8:50 p.m.
NED2 Entity disambiguation (via description) batch_6a08d9784a08819080de2a65fc129e94 completed May 16, 2026, 8:54 p.m.
Created at: April 16, 2026, 12:13 p.m.