Triple
T11229071
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lakkia–Biao languages |
E265771
|
entity |
| Predicate | contactWith |
P19362
|
FINISHED |
| Object | Yao languages |
E570024
|
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: Yao languages | Statement: [Lakkia–Biao languages, contactWith, Yao languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yao languages Context triple: [Lakkia–Biao languages, contactWith, Yao languages]
-
A.
Yao language
chosen
The Yao language is a Bantu language spoken primarily by the Yao people in Malawi, Mozambique, and Tanzania.
-
B.
Chimuan languages
The Chimuan languages are an extinct group of pre-Columbian languages once spoken along the northern coast of Peru, most notably associated with the Chimú civilization.
-
C.
Yaka languages
Yaka languages are a group of closely related Bantu languages spoken primarily in parts of Central Africa, especially in the Democratic Republic of the Congo and Angola.
-
D.
Guan languages
The Guan languages are a group of related Niger-Congo languages spoken primarily in Ghana and neighboring parts of West Africa.
-
E.
Kam–Sui languages
The Kam–Sui languages are a branch of the Tai–Kadai language family spoken primarily in southern China, including languages such as Kam (Dong) and Sui.
- 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_69d6aac656d48190b275efaa7d6074ee |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e900fbcc8190a3177f8a73564433 |
completed | April 9, 2026, 5:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4cc4c630c8190a5e43c2108dfb50d |
completed | April 19, 2026, 12:36 p.m. |
Created at: April 8, 2026, 9:30 p.m.