Triple

T3864347
Position Surface form Disambiguated ID Type / Status
Subject Tohono O'odham E91813 entity
Predicate relatedEthnicGroup P1969 FINISHED
Object Akimel O'odham
The Akimel O'odham are a Native American people of the Sonoran Desert region, traditionally living along the Gila and Salt Rivers in what is now Arizona and known for their sophisticated irrigation agriculture and close cultural ties to the Tohono O'odham.
E395474 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: Akimel O'odham | Statement: [Tohono O'odham, relatedEthnicGroup, Akimel O'odham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Akimel O'odham
Context triple: [Tohono O'odham, relatedEthnicGroup, Akimel O'odham]
  • A. Chula
    Chula is Thailand’s oldest and one of its most prestigious universities, renowned for its academic excellence and central role in the country’s higher education system.
  • B. Agua Caliente
    Agua Caliente is a small community in California’s Sonoma Valley known for its historic hot springs and proximity to local wineries.
  • C. Sabino Canyon
    Sabino Canyon is a popular desert oasis and recreation area in the Santa Catalina Mountains near Tucson, Arizona, known for its scenic hiking trails, rugged canyons, and seasonal streams.
  • D. Verde Valley
    Verde Valley is a region in central Arizona known for its river-fed landscapes, red rock formations, and long-standing significance as part of the ancestral homeland of Indigenous peoples, including the Yavapai.
  • E. Mountain Cahuilla
    Mountain Cahuilla is a dialect of the Cahuilla language traditionally spoken by the Cahuilla people in the mountainous regions of Southern California.
  • 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: Akimel O'odham
Triple: [Tohono O'odham, relatedEthnicGroup, Akimel O'odham]
Generated description
The Akimel O'odham are a Native American people of the Sonoran Desert region, traditionally living along the Gila and Salt Rivers in what is now Arizona and known for their sophisticated irrigation agriculture and close cultural ties to the Tohono O'odham.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Akimel O'odham
Target entity description: The Akimel O'odham are a Native American people of the Sonoran Desert region, traditionally living along the Gila and Salt Rivers in what is now Arizona and known for their sophisticated irrigation agriculture and close cultural ties to the Tohono O'odham.
  • A. Chula
    Chula is Thailand’s oldest and one of its most prestigious universities, renowned for its academic excellence and central role in the country’s higher education system.
  • B. Agua Caliente
    Agua Caliente is a small community in California’s Sonoma Valley known for its historic hot springs and proximity to local wineries.
  • C. Sabino Canyon
    Sabino Canyon is a popular desert oasis and recreation area in the Santa Catalina Mountains near Tucson, Arizona, known for its scenic hiking trails, rugged canyons, and seasonal streams.
  • D. Verde Valley
    Verde Valley is a region in central Arizona known for its river-fed landscapes, red rock formations, and long-standing significance as part of the ancestral homeland of Indigenous peoples, including the Yavapai.
  • E. Mountain Cahuilla
    Mountain Cahuilla is a dialect of the Cahuilla language traditionally spoken by the Cahuilla people in the mountainous regions of Southern California.
  • 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_69aed9645f348190a9868e7cef56ab7e completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeec3871d881909c6c8e6d08203801 completed March 9, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5123ad9188190a158721a6192cdae completed March 14, 2026, 7:46 a.m.
NEDg Description generation batch_69b51336c5f8819096b0b6cee47e48e3 completed March 14, 2026, 7:50 a.m.
NED2 Entity disambiguation (via description) batch_69b513b11dcc8190a2c2e3f27b4cf25e completed March 14, 2026, 7:52 a.m.
Created at: March 9, 2026, 3:19 p.m.