Triple
T11643160
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Khoe–Kwadi language family |
E276708
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object | Khoe-speaking peoples |
E304937
|
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: Khoe-speaking peoples | Statement: [Khoe–Kwadi language family, spokenBy, Khoe-speaking peoples]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khoe-speaking peoples Context triple: [Khoe–Kwadi language family, spokenBy, Khoe-speaking peoples]
-
A.
Khoe peoples
chosen
Khoe peoples are indigenous ethnic groups of southern Africa known for their distinct cultural traditions and historical pastoralist lifestyles.
-
B.
Maban-speaking peoples
The Maban-speaking peoples are a group of ethnolinguistically related communities in the border regions of Sudan, South Sudan, and Chad who share languages of the Maban branch of the Nilo-Saharan family.
-
C.
Saluan people
The Saluan people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct Austronesian language and coastal-maritime cultural traditions.
-
D.
Kalanguya people
The Kalanguya people are an indigenous ethnic group of the northern Philippines, known for their distinct highland culture, traditions, and close spiritual ties to the Cordillera mountains.
-
E.
Nganasan people
The Nganasan people are an Indigenous Samoyedic ethnic group of the Siberian Arctic, traditionally semi-nomadic reindeer hunters and fishers living on the Taymyr Peninsula in northern Russia.
- 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_69d6aafbb3c081908a9cdb4ecb8d981d |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a2cb4ca88190a9322f08416d3974 |
completed | April 10, 2026, 7:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ee87ecbcac8190bb71a248d3601f8d |
completed | April 26, 2026, 9:47 p.m. |
Created at: April 8, 2026, 9:39 p.m.