Triple

T14161401
Position Surface form Disambiguated ID Type / Status
Subject Dakelh language E350954 entity
Predicate subfamilyOf P1244 FINISHED
Object 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.
E1084206 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: Dené languages | Statement: [Dakelh language, subfamilyOf, Dené languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dené languages
Context triple: [Dakelh language, subfamilyOf, Dené languages]
  • A. Dhegihan languages
    The Dhegihan languages are a subgroup of the Siouan language family traditionally spoken by several Native American tribes of the central United States, including the Omaha, Ponca, Osage, Kansa, and Quapaw.
  • B. Denya language
    Denya is a Bantoid language of the Mamfe group spoken by a small community in southwestern Cameroon.
  • C. Zenati languages
    The Zenati languages are a branch of the Berber language family spoken primarily in North Africa, especially across parts of Algeria, Morocco, and Tunisia.
  • D. Semnani languages
    Semnani languages are a small group of closely related Northwestern Iranian languages spoken primarily in Iran’s Semnan province, noted for preserving many archaic Iranian features.
  • E. Ndunic languages
    Ndunic languages are a small subgroup of Plateau languages spoken in central Nigeria, known for their significant linguistic diversity and limited documentation.
  • 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: Dené languages
Triple: [Dakelh language, subfamilyOf, Dené languages]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dené languages
Target entity description: 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.
  • A. Dhegihan languages
    The Dhegihan languages are a subgroup of the Siouan language family traditionally spoken by several Native American tribes of the central United States, including the Omaha, Ponca, Osage, Kansa, and Quapaw.
  • B. Denya language
    Denya is a Bantoid language of the Mamfe group spoken by a small community in southwestern Cameroon.
  • C. Zenati languages
    The Zenati languages are a branch of the Berber language family spoken primarily in North Africa, especially across parts of Algeria, Morocco, and Tunisia.
  • D. Semnani languages
    Semnani languages are a small group of closely related Northwestern Iranian languages spoken primarily in Iran’s Semnan province, noted for preserving many archaic Iranian features.
  • E. Ndunic languages
    Ndunic languages are a small subgroup of Plateau languages spoken in central Nigeria, known for their significant linguistic diversity and limited documentation.
  • 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_69d8278775fc8190b0802d22ca2f495d completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61393f308190bb357e2bd1916f94 completed April 14, 2026, 3:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcf7f166988190a96d01fb4bd1438e completed May 7, 2026, 8:37 p.m.
NEDg Description generation batch_69fd05f31d9c81908b12befa499fae08 completed May 7, 2026, 9:36 p.m.
NED2 Entity disambiguation (via description) batch_69fd068196fc8190b0c5620c754d2a5c completed May 7, 2026, 9:39 p.m.
Created at: April 10, 2026, 12:59 a.m.