Triple

T2336135
Position Surface form Disambiguated ID Type / Status
Subject Apache tribes E44313 entity
Predicate speaks P741 FINISHED
Object Western Apache language
The Western Apache language is an Athabaskan language spoken by Western Apache communities in Arizona, known for its complex verb morphology and rich oral tradition.
E257006 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: Western Apache language | Statement: [Apache tribes, speaks, Western Apache language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Western Apache language
Context triple: [Apache tribes, speaks, Western Apache language]
  • A. Comanche language
    The Comanche language is a Native American Uto-Aztecan language traditionally spoken by the Comanche people of the southern Plains, now critically endangered with few fluent speakers.
  • B. Northern Athabaskan languages
    Northern Athabaskan languages are a group of closely related Indigenous languages spoken primarily in northwestern Canada and Alaska, forming a northern branch of the larger Athabaskan language family.
  • C. 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.
  • D. Yavapai language
    The Yavapai language is an indigenous Native American language traditionally spoken by the Yavapai people of central and western Arizona.
  • E. Navajo language
    The Navajo language is an Athabaskan Native American language spoken primarily by the Navajo people of the Southwestern United States and known for its complex verb morphology and historical use as a World War II code.
  • 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: Western Apache language
Triple: [Apache tribes, speaks, Western Apache language]
Generated description
The Western Apache language is an Athabaskan language spoken by Western Apache communities in Arizona, known for its complex verb morphology and rich oral tradition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Western Apache language
Target entity description: The Western Apache language is an Athabaskan language spoken by Western Apache communities in Arizona, known for its complex verb morphology and rich oral tradition.
  • A. Comanche language
    The Comanche language is a Native American Uto-Aztecan language traditionally spoken by the Comanche people of the southern Plains, now critically endangered with few fluent speakers.
  • B. Northern Athabaskan languages
    Northern Athabaskan languages are a group of closely related Indigenous languages spoken primarily in northwestern Canada and Alaska, forming a northern branch of the larger Athabaskan language family.
  • C. 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.
  • D. Yavapai language
    The Yavapai language is an indigenous Native American language traditionally spoken by the Yavapai people of central and western Arizona.
  • E. Navajo language
    The Navajo language is an Athabaskan Native American language spoken primarily by the Navajo people of the Southwestern United States and known for its complex verb morphology and historical use as a World War II code.
  • 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_69a889132b488190bbb43ad4780ddd92 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abc68927988190888630b5fa8f91dd completed March 7, 2026, 6:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae897bf59c8190bc0ac8a4f3841832 completed March 9, 2026, 8:49 a.m.
NEDg Description generation batch_69ae8aceea58819098a98f7ad5818ac6 completed March 9, 2026, 8:54 a.m.
NED2 Entity disambiguation (via description) batch_69ae8b6c553481908b2b7b1f880b814d completed March 9, 2026, 8:57 a.m.
Created at: March 4, 2026, 7:51 p.m.