Triple

T474180
Position Surface form Disambiguated ID Type / Status
Subject Algonquian languages E9023 entity
Predicate includesLanguage P2177 FINISHED
Object Arapaho language
The Arapaho language is an endangered Algonquian Native American language traditionally spoken by the Arapaho people of the Great Plains, primarily in Wyoming and Oklahoma.
 E64905 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: Arapaho language | Statement: [Algonquian languages, includesLanguage, Arapaho language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arapaho language
Context triple: [Algonquian languages, includesLanguage, Arapaho language]
  • A. Cheyenne language
    Cheyenne language is a Native American language of the Algonquian family traditionally spoken by the Cheyenne people of the Great Plains, particularly in Montana and Oklahoma.
  • B. Yavapai language
    The Yavapai language is an indigenous Native American language traditionally spoken by the Yavapai people of central and western Arizona.
  • C. Shawnee language
    The Shawnee language is a Native American language traditionally spoken by the Shawnee people, belonging to the Central Algonquian branch and now considered endangered.
  • D. Kickapoo language
    Kickapoo language is an endangered Central Algonquian language traditionally spoken by the Kickapoo people in parts of the United States and Mexico.
  • E. Havasupai–Hualapai language
    The Havasupai–Hualapai language is an indigenous Yuman language spoken by the Havasupai and Hualapai peoples of northwestern Arizona.
  • 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: Arapaho language
Triple: [Algonquian languages, includesLanguage, Arapaho language]
Generated description
The Arapaho language is an endangered Algonquian Native American language traditionally spoken by the Arapaho people of the Great Plains, primarily in Wyoming and Oklahoma.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arapaho language
Target entity description: The Arapaho language is an endangered Algonquian Native American language traditionally spoken by the Arapaho people of the Great Plains, primarily in Wyoming and Oklahoma.
  • A. Cheyenne language
    Cheyenne language is a Native American language of the Algonquian family traditionally spoken by the Cheyenne people of the Great Plains, particularly in Montana and Oklahoma.
  • B. Yavapai language
    The Yavapai language is an indigenous Native American language traditionally spoken by the Yavapai people of central and western Arizona.
  • C. Shawnee language
    The Shawnee language is a Native American language traditionally spoken by the Shawnee people, belonging to the Central Algonquian branch and now considered endangered.
  • D. Kickapoo language
    Kickapoo language is an endangered Central Algonquian language traditionally spoken by the Kickapoo people in parts of the United States and Mexico.
  • E. Havasupai–Hualapai language
    The Havasupai–Hualapai language is an indigenous Yuman language spoken by the Havasupai and Hualapai peoples of northwestern Arizona.
  • 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_69a2e7ff81708190b0507a24a997232c completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2f039f3d88190a7c93ecbf1bf5f58 completed Feb. 28, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4a6fa632881908ab09767610e6a37 completed March 1, 2026, 8:52 p.m.
NEDg Description generation batch_69a4a7c98d60819099502bbce8d45943 completed March 1, 2026, 8:55 p.m.
NED2 Entity disambiguation (via description) batch_69a4a8359edc8190a1d8986cb50c457b completed March 1, 2026, 8:57 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.