Triple

T2309284
Position Surface form Disambiguated ID Type / Status
Subject Na-Dene E51913 entity
Predicate includesLanguageWithLargeSpeakerPopulation P39120 FINISHED
Object Navajo E54419 NE FINISHED

How this triple was built (3 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: Navajo | Statement: [Na-Dene, includesLanguageWithLargeSpeakerPopulation, Navajo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Navajo
Context triple: [Na-Dene, includesLanguageWithLargeSpeakerPopulation, Navajo]
  • A. Navajo language chosen
    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.
  • B. Navajo people
    The Navajo people are a Native American nation of the American Southwest known for their rich cultural traditions, Navajo language, and historic homeland spanning parts of Arizona, New Mexico, Utah, and Colorado.
  • C. Tohono O'odham
    The Tohono O'odham are a Native American people of the U.S.–Mexico borderlands known for their deep cultural, spiritual, and agricultural ties to the Sonoran Desert.
  • D. Chiricahua Apache
    The Chiricahua Apache are a Native American people of the southwestern United States and northern Mexico, historically known for their fierce resistance to U.S. and Mexican expansion under leaders such as Cochise and Geronimo.
  • E. Hopi people
    The Hopi people are a Native American tribe primarily residing in northeastern Arizona, known for their ancient pueblo villages, rich agricultural traditions, and deeply rooted spiritual and ceremonial practices.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: includesLanguageWithLargeSpeakerPopulation
Context triple: [Na-Dene, includesLanguageWithLargeSpeakerPopulation, Navajo]
  • A. hasApproximateNativeSpeakers
    Indicates that an entity is associated with an estimated or approximate number of people who speak it as their native language.
  • B. rankedByNumberOfNativeSpeakers
    Indicates that entities are ordered or classified according to how many native speakers they have.
  • C. isWidelySpokenIn
    Indicates that a language is spoken by a large portion of the population across many regions or communities within a specified area.
  • D. languageDiversity
    Indicates the degree to which multiple distinct languages are present and used within a given context or population.
  • E. secondLanguageSpeakers
    Indicates that the referenced language is spoken as a second (non-native) language by the specified group or number of people.
  • 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_69a88b0bb30c81908ded03b006d29387 completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abce1f4f0c8190a714e4dcb8449f7e completed March 7, 2026, 7:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae7f3a007c8190b5c8683ced9d77fa completed March 9, 2026, 8:05 a.m.
PD Predicate disambiguation batch_69abc58ce2a081908ce2f0cadd92e9f8 completed March 7, 2026, 6:28 a.m.
PDg Predicate description generation batch_69abce1e7c788190a15890feb2437f1d completed March 7, 2026, 7:05 a.m.
Created at: March 4, 2026, 7:49 p.m.