Triple
T11254018
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benishangul-Gumuz Region |
E266391
|
entity |
| Predicate | inhabitedBy |
P6481
|
FINISHED |
| Object | Berta people |
E876855
|
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: Berta people | Statement: [Benishangul-Gumuz Region, inhabitedBy, Berta people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berta people Context triple: [Benishangul-Gumuz Region, inhabitedBy, Berta people]
-
A.
Berta people
chosen
The Berta people are an ethnic group primarily inhabiting the border regions of Sudan and Ethiopia, known for their distinct cultural traditions and Nilo-Saharan language.
-
B.
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.
-
C.
Cunco people
The Cunco people were an indigenous group of southern Chile, culturally related to the Mapuche, known for their resistance to Spanish colonial expansion.
-
D.
Collagua people
The Collagua people are an indigenous Andean group of Peru known for their pre-Inca agricultural terraces, distinctive cultural traditions, and long-standing presence in the Colca Valley region.
-
E.
Apalaí people
The Apalaí people are an Indigenous group of the Amazon rainforest in northern Brazil, known for their distinct language, traditional subsistence practices, and rich cultural heritage.
- 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_69d6aac7953c8190b82caf9d7640fdf9 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9346f4c8190b29c2cf3a29cd1d1 |
completed | April 9, 2026, 6 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e58af8bc988190805168188ed0a6aa |
completed | April 20, 2026, 2:10 a.m. |
Created at: April 8, 2026, 9:31 p.m.