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.