Triple

T111633
Position Surface form Disambiguated ID Type / Status
Subject Yuman language family E2260 entity
Predicate subclassOf P1244 FINISHED
Object Hokan languages
Hokan languages are a proposed but controversial grouping of several Native American language families of the western United States and Mexico that share certain typological and lexical similarities.
E11435 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: Hokan languages | Statement: [Yuman language family, subclassOf, Hokan languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hokan languages
Context triple: [Yuman language family, subclassOf, Hokan languages]
  • A. Algonquian languages
    The Algonquian languages are a large family of Indigenous languages of North America historically spoken from the Atlantic Coast to the Great Plains, including well-known languages such as Ojibwe, Cree, and Wampanoag.
  • B. Tlingit
    Tlingit is an Indigenous language of the Pacific Northwest Coast, traditionally spoken by the Tlingit people of southeastern Alaska and western Canada.
  • C. Nuristani languages
    Nuristani languages are a small, distinct group of Indo-Iranian languages spoken primarily in the remote Nuristan region of eastern Afghanistan.
  • D. Tocharian languages
    The Tocharian languages were an extinct branch of the Indo-European family once spoken in the Tarim Basin of Central Asia, known from early medieval manuscripts and notable for their archaic linguistic features.
  • E. Austronesian languages
    Austronesian languages are a large and widely dispersed language family spoken across maritime Southeast Asia, Madagascar, the Pacific Islands, and parts of mainland Asia.
  • 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: Hokan languages
Triple: [Yuman language family, subclassOf, Hokan languages]
Generated description
Hokan languages are a proposed but controversial grouping of several Native American language families of the western United States and Mexico that share certain typological and lexical similarities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hokan languages
Target entity description: Hokan languages are a proposed but controversial grouping of several Native American language families of the western United States and Mexico that share certain typological and lexical similarities.
  • A. Algonquian languages
    The Algonquian languages are a large family of Indigenous languages of North America historically spoken from the Atlantic Coast to the Great Plains, including well-known languages such as Ojibwe, Cree, and Wampanoag.
  • B. Tlingit
    Tlingit is an Indigenous language of the Pacific Northwest Coast, traditionally spoken by the Tlingit people of southeastern Alaska and western Canada.
  • C. Nuristani languages
    Nuristani languages are a small, distinct group of Indo-Iranian languages spoken primarily in the remote Nuristan region of eastern Afghanistan.
  • D. Tocharian languages
    The Tocharian languages were an extinct branch of the Indo-European family once spoken in the Tarim Basin of Central Asia, known from early medieval manuscripts and notable for their archaic linguistic features.
  • E. Austronesian languages
    Austronesian languages are a large and widely dispersed language family spoken across maritime Southeast Asia, Madagascar, the Pacific Islands, and parts of mainland Asia.
  • 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_69a24fcdaeb48190a2d796677e4b3281 completed Feb. 28, 2026, 2:15 a.m.
NER Named-entity recognition batch_69a256ec650c8190bee2067e37065527 completed Feb. 28, 2026, 2:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69a27c04949481908af8c8426789bc53 completed Feb. 28, 2026, 5:24 a.m.
NEDg Description generation batch_69a27c8abcb4819091c440c63704d435 completed Feb. 28, 2026, 5:26 a.m.
NED2 Entity disambiguation (via description) batch_69a27e7787fc819096119337782d84c4 completed Feb. 28, 2026, 5:34 a.m.
Created at: Feb. 28, 2026, 2:20 a.m.