Triple
T9191048
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | East African languages |
E220588
|
entity |
| Predicate | includesLanguage |
P2177
|
FINISHED |
| Object | Luo (Dholuo) |
E234693
|
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 (Dholuo) | Statement: [East African languages, includesLanguage, Luo (Dholuo)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luo (Dholuo) Context triple: [East African languages, includesLanguage, Luo (Dholuo)]
-
A.
Dholuo
chosen
Dholuo is a Nilotic language spoken primarily by the Luo people of western Kenya and parts of Tanzania.
-
B.
Lisu
The Lisu are an ethnic minority people of the mountainous regions of southwest China and neighboring countries, known for their distinct Tibeto-Burman language, traditional music, and vibrant festivals.
-
C.
Luo people
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.
-
D.
Dongxiang
Dongxiang are a Muslim ethnic minority in China, primarily residing in Gansu Province and known for their distinct language and cultural traditions blending Han Chinese and Central Asian influences.
-
E.
Chochenyo
Chochenyo is an indigenous Ohlone language traditionally spoken in the East Bay region of the San Francisco Bay Area in California.
- 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_69ca83e7ba70819088b74866d9da2c30 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccd5bf25c081909e651b67ef8ecc33 |
completed | April 1, 2026, 8:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d05c272f508190aade1769c88cf16d |
completed | April 4, 2026, 12:32 a.m. |
Created at: March 30, 2026, 7:24 p.m.