Triple
T2084693
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luo language |
E45322
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object | Luo people |
E47222
|
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: Luo people | Statement: [Luo language, spokenBy, Luo people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luo people Context triple: [Luo language, spokenBy, Luo people]
-
A.
Luo people
chosen
The Luo people are a Nilotic ethnic group of East Africa, primarily found in western Kenya and northern Tanzania, known for their rich oral traditions, fishing culture, and significant influence in regional politics and society.
-
B.
Tujia people
The Tujia people are an ethnic minority group in China known for their distinct language, rich folk traditions, and historic presence in the mountainous regions of Hubei, Hunan, Chongqing, and Guizhou.
-
C.
Shan people
The Shan people are a Tai ethnic group primarily inhabiting Myanmar’s Shan State, known for their distinct language, Theravada Buddhist traditions, and historical Shan principalities.
-
D.
Hui people
The Hui people are a predominantly Muslim ethnic group in China known for their integration of Islamic faith with Han Chinese language and cultural practices.
-
E.
Qiang people
The Qiang people are an ethnic minority group in China known for their ancient culture, distinctive stone-built mountain villages, and unique language and religious traditions.
- 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_69a8891869c88190a02643e3bb746f59 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abba53d4488190a7d9eabcb6904e8e |
completed | March 7, 2026, 5:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae3058a7b48190879edde4d97ca102 |
completed | March 9, 2026, 2:28 a.m. |
Created at: March 4, 2026, 7:41 p.m.