Triple
T7677083
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Golden Triangle region |
E173888
|
entity |
| Predicate | hasEthnicGroups |
P12220
|
FINISHED |
| Object | Akha people |
E205443
|
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: Akha people | Statement: [Golden Triangle region, hasEthnicGroups, Akha people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Akha people Context triple: [Golden Triangle region, hasEthnicGroups, Akha people]
-
A.
Akha people
chosen
The Akha people are an indigenous hill tribe of Southeast Asia known for their distinct traditional dress, animist beliefs, and villages in the mountainous border regions of countries such as Thailand and Myanmar.
-
B.
Kho people
The Kho people are an Indo-Aryan ethnic group native to the mountainous Chitral region of northern Pakistan, known for their distinct Khowar language and rich cultural traditions.
-
C.
Aku people
The Aku people are a West African ethnic group primarily found in The Gambia and Sierra Leone, known for their Creole heritage blending African, European, and Caribbean influences.
-
D.
Tonsawang people
The Tonsawang people are an indigenous ethnic group from North Sulawesi, Indonesia, known for their distinct Austronesian language and traditional cultural practices.
-
E.
Agta people
The Agta people are an indigenous, semi-nomadic hunter-gatherer group of the Philippines, traditionally inhabiting forested and coastal areas of Luzon.
- 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_69c6995703e0819081de77361b602e78 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c701fbb4788190adf1e2d39be358c1 |
completed | March 27, 2026, 10:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8c7b8b1fc8190a3c81c0ee018bb97 |
completed | March 29, 2026, 6:33 a.m. |
Created at: March 27, 2026, 4:01 p.m.