Triple
T23359713
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kumbewaha language |
E593150
|
entity |
| Predicate | closelyRelatedTo |
P37
|
FINISHED |
| Object | Laiyolo language |
—
|
NE NERFINISHED |
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: Laiyolo language | Statement: [Kumbewaha language, closelyRelatedTo, Laiyolo language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laiyolo language Context triple: [Kumbewaha language, closelyRelatedTo, Laiyolo language]
-
A.
Laiyolo language
chosen
The Laiyolo language is an Austronesian language spoken in South Sulawesi, Indonesia, and is part of the broader Celebic subgroup.
-
B.
Adhola language
Adhola is a Western Nilotic language spoken primarily by the Jopadhola people of eastern Uganda, closely related to other Luo languages such as Lango.
-
C.
Lomwe language
The Lomwe language is a Bantu language spoken primarily in Mozambique and Malawi, closely related to other Makhuwa varieties.
-
D.
Lulubo language
The Lulubo language is a Nilo-Saharan language spoken by the Lulubo people of South Sudan.
-
E.
Khoe-Kwadi language
Khoe-Kwadi is a proposed language family of southern Africa that groups together the Khoe (Khoikhoi and related) languages with the extinct Kwadi language of Angola.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e25d24d2a4819092e6ede74c2a918d |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f19a1a39988190b4b4993b80d5a5f6 |
completed | April 29, 2026, 5:41 a.m. |
Created at: April 17, 2026, 5:30 p.m.