Triple
T13945926
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Huhugam Heritage Center |
E335384
|
entity |
| Predicate | focusesOn |
P31
|
FINISHED |
| Object |
Akimel O’otham people
The Akimel O’otham people, also known as the Pima, are a Native American tribe traditionally inhabiting the Gila and Salt River valleys of what is now central and southern Arizona, with a rich agricultural, cultural, and linguistic heritage.
|
E1070518
|
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’otham people | Statement: [Huhugam Heritage Center, focusesOn, Akimel O’otham people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Akimel O’otham people Context triple: [Huhugam Heritage Center, focusesOn, Akimel O’otham people]
-
A.
Hupa people
The Hupa people are a Native American tribe of northwestern California known for their traditional riverine lifestyle, rich basketry and ceremonial practices, and long-standing presence along the Trinity River.
-
B.
Takelma people
The Takelma people are an Indigenous group native to southwestern Oregon, traditionally inhabiting the Rogue River Valley and known for their distinct language and cultural practices.
-
C.
Hualapai people
The Hualapai people are a Native American tribe traditionally inhabiting northwestern Arizona, known for their distinct language, culture, and stewardship of lands along the Grand Canyon.
-
D.
Nomlaki people
The Nomlaki people are an Indigenous group of Northern California traditionally inhabiting the Sacramento Valley region, closely related culturally and geographically to neighboring tribes such as the Wintu.
-
E.
Tongva people
The Tongva people are an Indigenous group native to the Los Angeles Basin and Southern Channel Islands in California, known for their complex maritime culture and long-standing presence in the region prior to European colonization.
- 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’otham people Triple: [Huhugam Heritage Center, focusesOn, Akimel O’otham people]
Generated description
The Akimel O’otham people, also known as the Pima, are a Native American tribe traditionally inhabiting the Gila and Salt River valleys of what is now central and southern Arizona, with a rich agricultural, cultural, and linguistic heritage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Akimel O’otham people Target entity description: The Akimel O’otham people, also known as the Pima, are a Native American tribe traditionally inhabiting the Gila and Salt River valleys of what is now central and southern Arizona, with a rich agricultural, cultural, and linguistic heritage.
-
A.
Hupa people
The Hupa people are a Native American tribe of northwestern California known for their traditional riverine lifestyle, rich basketry and ceremonial practices, and long-standing presence along the Trinity River.
-
B.
Takelma people
The Takelma people are an Indigenous group native to southwestern Oregon, traditionally inhabiting the Rogue River Valley and known for their distinct language and cultural practices.
-
C.
Hualapai people
The Hualapai people are a Native American tribe traditionally inhabiting northwestern Arizona, known for their distinct language, culture, and stewardship of lands along the Grand Canyon.
-
D.
Nomlaki people
The Nomlaki people are an Indigenous group of Northern California traditionally inhabiting the Sacramento Valley region, closely related culturally and geographically to neighboring tribes such as the Wintu.
-
E.
Tongva people
The Tongva people are an Indigenous group native to the Los Angeles Basin and Southern Channel Islands in California, known for their complex maritime culture and long-standing presence in the region prior to European colonization.
- 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_69d81c6081b88190b53e317c3370c8fe |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2e10f60c81908ee9636e85c070ff |
completed | April 14, 2026, 12:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7ce903c5c8190b72d83a5b842ad70 |
completed | May 3, 2026, 10:39 p.m. |
| NEDg | Description generation | batch_69f9fd5d4abc8190aa10d9f1c9f7f9c9 |
completed | May 5, 2026, 2:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fb14bfa2c081908381bb74f040c6c8 |
completed | May 6, 2026, 10:15 a.m. |
Created at: April 9, 2026, 10:17 p.m.