Triple

T14093977

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hia C-ed O’odham	`E339202`	entity
Predicate	relatedEthnonym	`P4709`	FINISHED
Object	Papago (older external name for Tohono O’odham and related groups) Papago is an older exonym historically used by outsiders to refer to the Tohono O’odham and closely related Indigenous peoples of the Sonoran Desert region in what is now southern Arizona and northern Mexico.	`E1079338`	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: Papago (older external name for Tohono O’odham and related groups) | Statement: [Hia C-ed O’odham, relatedEthnonym, Papago (older external name for Tohono O’odham and related groups)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Papago (older external name for Tohono O’odham and related groups)
Context triple: [Hia C-ed O’odham, relatedEthnonym, Papago (older external name for Tohono O’odham and related groups)]

A. Akimel O’odham language
The Akimel O’odham language is a Uto-Aztecan language traditionally spoken by the Akimel O’odham (Pima) people of the Gila and Salt River regions in the southwestern United States.
B. O’odham language continuum
The O’odham language continuum is a group of closely related Uto-Aztecan languages spoken by the Tohono O’odham and Akimel O’odham (Pima) peoples in the Sonoran Desert region of the United States and Mexico.
C. Pima language
The Pima language is a Uto-Aztecan Indigenous language spoken by the Akimel O’odham (Pima) people of the southwestern United States and northern Mexico.
D. O’odham ñiok
O’odham ñiok is the Indigenous Uto-Aztecan language spoken by the O’odham people of the Sonoran Desert region in the United States and Mexico.
E. Tohono Oʼodham language
The Tohono Oʼodham language is a Uto-Aztecan Indigenous language spoken primarily by the Tohono Oʼodham people in the Sonoran Desert region of southern Arizona and northern Mexico.
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: Papago (older external name for Tohono O’odham and related groups)
Triple: [Hia C-ed O’odham, relatedEthnonym, Papago (older external name for Tohono O’odham and related groups)]

Generated description

Papago is an older exonym historically used by outsiders to refer to the Tohono O’odham and closely related Indigenous peoples of the Sonoran Desert region in what is now southern Arizona and northern Mexico.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Papago (older external name for Tohono O’odham and related groups)
Target entity description: Papago is an older exonym historically used by outsiders to refer to the Tohono O’odham and closely related Indigenous peoples of the Sonoran Desert region in what is now southern Arizona and northern Mexico.

A. Akimel O’odham language
The Akimel O’odham language is a Uto-Aztecan language traditionally spoken by the Akimel O’odham (Pima) people of the Gila and Salt River regions in the southwestern United States.
B. O’odham language continuum
The O’odham language continuum is a group of closely related Uto-Aztecan languages spoken by the Tohono O’odham and Akimel O’odham (Pima) peoples in the Sonoran Desert region of the United States and Mexico.
C. Pima language
The Pima language is a Uto-Aztecan Indigenous language spoken by the Akimel O’odham (Pima) people of the southwestern United States and northern Mexico.
D. O’odham ñiok
O’odham ñiok is the Indigenous Uto-Aztecan language spoken by the O’odham people of the Sonoran Desert region in the United States and Mexico.
E. Tohono Oʼodham language
The Tohono Oʼodham language is a Uto-Aztecan Indigenous language spoken primarily by the Tohono Oʼodham people in the Sonoran Desert region of southern Arizona and northern Mexico.
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_69d81c69b5c8819094aa1abf18302908`	completed	April 9, 2026, 9:38 p.m.
NER	Named-entity recognition	`batch_69de5ee47f0881908aea8b5231b93f2f`	completed	April 14, 2026, 3:36 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fcd0aa2fbc8190b86fea2306363f1b`	completed	May 7, 2026, 5:49 p.m.
NEDg	Description generation	`batch_69fcd21a2a408190ab335e99fcbbd9ae`	completed	May 7, 2026, 5:55 p.m.
NED2	Entity disambiguation (via description)	`batch_69fcd2e1b2ec81909caab1bfc6394258`	completed	May 7, 2026, 5:58 p.m.

Created at: April 9, 2026, 10:22 p.m.