Triple
T2670342
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Niger Delta conflict |
E55731
|
entity |
| Predicate | ethnicGroupsInvolved |
P12220
|
FINISHED |
| Object | Isoko people |
E308290
|
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: Isoko people | Statement: [Niger Delta conflict, ethnicGroupsInvolved, Isoko people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Isoko people Context triple: [Niger Delta conflict, ethnicGroupsInvolved, Isoko people]
-
A.
Isoko people
chosen
The Isoko people are an ethnic group primarily located in the Niger Delta region of southern Nigeria, known for their distinct language, rich cultural traditions, and close historical ties with neighboring groups such as the Urhobo.
-
B.
Rarámuri people
The Rarámuri people, also known as the Tarahumara, are an Indigenous group of northern Mexico renowned for their traditional lifestyle and exceptional long-distance running abilities.
-
C.
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.
-
D.
Subanen people
The Subanen people are an indigenous ethnolinguistic group of Mindanao in the southern Philippines, known for their upland farming traditions, distinct Austronesian language, and rich animist-influenced cultural practices.
-
E.
Huambisa people
The Huambisa people are an indigenous group of the western Amazon, closely related to the Shuar, known for their distinct language, forest-based livelihoods, and resistance to outside encroachment.
- 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_69ab49e54de48190be708cd1cf8be073 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd98d32ac8190b8edd9421b706532 |
completed | March 7, 2026, 7:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12df6ad908190b0b484b6fd82ffb5 |
completed | March 11, 2026, 8:55 a.m. |
Created at: March 6, 2026, 9:54 p.m.