Triple
T4026788
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mexican Cocopa |
E83609
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object | Cocopa people |
E22220
|
NE FINISHED |
How this triple was built (2 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: Cocopa people | Statement: [Mexican Cocopa, spokenBy, Cocopa people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cocopa people Context triple: [Mexican Cocopa, spokenBy, Cocopa people]
-
A.
Cocopa people
chosen
The Cocopa people are an Indigenous group native to the lower Colorado River region of the U.S.–Mexico borderlands, traditionally known for riverine agriculture, fishing, and a rich cultural heritage expressed through their Yuman language and ceremonial practices.
-
B.
Cochimí people
The Cochimí people are an Indigenous group native to the central Baja California peninsula in Mexico, historically known for their hunter-gatherer lifestyle and now largely assimilated, with their original language considered extinct.
-
C.
Tepehuan people
The Tepehuan people are an indigenous group of northern Mexico known for their distinct Uto-Aztecan language varieties, traditional agriculture, and resilient cultural practices in the Sierra Madre Occidental.
-
D.
Amuzgo people
The Amuzgo people are an indigenous Mesoamerican group primarily inhabiting the border region of Guerrero and Oaxaca in southern Mexico, known for their distinct Oto-Manguean language and rich textile-weaving traditions.
-
E.
Moxeño people
The Moxeño people are an indigenous Arawakan-speaking group of Bolivia known for their traditional communal lifestyles, rich ceremonial music and dance, and long history in the lowland regions of the country.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69aed92e29ac819080f7a98b594fec05 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefaed37e48190844032e7e77163e0 |
completed | March 9, 2026, 4:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b595fb203881909a11e9f77aa88ebd |
completed | March 14, 2026, 5:08 p.m. |
Created at: March 9, 2026, 3:36 p.m.