Triple
T16767820
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Opokuma language |
E407512
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object | Opokuma people |
—
|
NE NERFINISHED |
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: Opokuma people | Statement: [Opokuma language, spokenBy, Opokuma people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Opokuma people Context triple: [Opokuma language, spokenBy, Opokuma people]
-
A.
Kankuamo people
The Kankuamo people are an Indigenous group of the Sierra Nevada de Santa Marta in northern Colombia, closely related culturally and linguistically to other Arhuaco-speaking communities of the region.
-
B.
Atsugewi people
The Atsugewi people are a Native American group traditionally living in the northeastern region of what is now California, known for their distinct language, basketry, and close relationship with the Pit River environment.
-
C.
Nonuya people
The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
-
D.
Mapun people
The Mapun people are an indigenous ethnolinguistic group of the southern Philippines, primarily inhabiting Mapun (Cagayan de Sulu) Island in Tawi-Tawi and known for their distinct Austronesian culture and maritime traditions.
-
E.
Tagaeri people
The Tagaeri people are an Indigenous Waorani-related group of Ecuador’s Amazon who live in voluntary isolation, maintaining a traditional nomadic lifestyle deep within the rainforest.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Opokuma people Target entity description: The Opokuma people are an ethnic group, likely part of the Ijaw cultural sphere in Nigeria, known for their distinct Opokuma language and local traditions.
-
A.
Kankuamo people
The Kankuamo people are an Indigenous group of the Sierra Nevada de Santa Marta in northern Colombia, closely related culturally and linguistically to other Arhuaco-speaking communities of the region.
-
B.
Atsugewi people
The Atsugewi people are a Native American group traditionally living in the northeastern region of what is now California, known for their distinct language, basketry, and close relationship with the Pit River environment.
-
C.
Nonuya people
The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
-
D.
Mapun people
The Mapun people are an indigenous ethnolinguistic group of the southern Philippines, primarily inhabiting Mapun (Cagayan de Sulu) Island in Tawi-Tawi and known for their distinct Austronesian culture and maritime traditions.
-
E.
Tagaeri people
The Tagaeri people are an Indigenous Waorani-related group of Ecuador’s Amazon who live in voluntary isolation, maintaining a traditional nomadic lifestyle deep within the rainforest.
- F. None of above. chosen
Provenance (2 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_69d8839174188190909f190097207065 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3b033d6b88190a1366a58d63b0546 |
completed | April 18, 2026, 4:24 p.m. |
Created at: April 10, 2026, 5:21 a.m.