Triple

T2022736
Position Surface form Disambiguated ID Type / Status
Subject CRIT E44139 entity
Predicate hasLanguageHeritage P11719 FINISHED
Object Hopi language
The Hopi language is a Uto-Aztecan Indigenous language spoken by the Hopi people of northeastern Arizona, known for its complex verbal morphology and rich cultural significance.
 E225909 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: Hopi language | Statement: [CRIT, hasLanguageHeritage, Hopi language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hopi language
Context triple: [CRIT, hasLanguageHeritage, Hopi language]
  • A. Yavapai language
    The Yavapai language is an indigenous Native American language traditionally spoken by the Yavapai people of central and western Arizona.
  • B. Havasupai–Hualapai language
    The Havasupai–Hualapai language is an indigenous Yuman language spoken by the Havasupai and Hualapai peoples of northwestern Arizona.
  • C. Maricopa language
    Maricopa language is a Native American Yuman language traditionally spoken by the Maricopa people of the lower Colorado River region in the southwestern United States.
  • D. Cocopah language
    The Cocopah language is a Yuman language traditionally spoken by the Cocopah people of the lower Colorado River region in the southwestern United States and northwestern Mexico.
  • 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: Hopi language
Triple: [CRIT, hasLanguageHeritage, Hopi language]
Generated description
The Hopi language is a Uto-Aztecan Indigenous language spoken by the Hopi people of northeastern Arizona, known for its complex verbal morphology and rich cultural significance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hopi language
Target entity description: The Hopi language is a Uto-Aztecan Indigenous language spoken by the Hopi people of northeastern Arizona, known for its complex verbal morphology and rich cultural significance.
  • A. Yavapai language
    The Yavapai language is an indigenous Native American language traditionally spoken by the Yavapai people of central and western Arizona.
  • B. Havasupai–Hualapai language
    The Havasupai–Hualapai language is an indigenous Yuman language spoken by the Havasupai and Hualapai peoples of northwestern Arizona.
  • C. Maricopa language
    Maricopa language is a Native American Yuman language traditionally spoken by the Maricopa people of the lower Colorado River region in the southwestern United States.
  • D. Cocopah language
    The Cocopah language is a Yuman language traditionally spoken by the Cocopah people of the lower Colorado River region in the southwestern United States and northwestern Mexico.
  • 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_69a8891201bc8190aca837be6de41579 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abbdbe35688190ab99620859e071c6 completed March 7, 2026, 5:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0af7e5b0819088e2221ddc0a38ce completed March 8, 2026, 11:49 p.m.
NEDg Description generation batch_69ae0b78f3fc81909010d88b454e9fa1 completed March 8, 2026, 11:51 p.m.
NED2 Entity disambiguation (via description) batch_69ae0c5983ac819082362a3b67dd9808 completed March 8, 2026, 11:55 p.m.
Created at: March 4, 2026, 7:38 p.m.