Triple
T21053643
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ruvu languages |
E518651
|
entity |
| Predicate | hasMemberLanguage |
P7390
|
FINISHED |
| Object | Luguru |
—
|
NE NERFINISHED |
How this triple was built (3 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: Luguru | Statement: [Ruvu languages, hasMemberLanguage, Luguru]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luguru Context triple: [Ruvu languages, hasMemberLanguage, Luguru]
-
A.
Kalulushi
Kalulushi is a town in Zambia known for its copper mining activities and location within the country's industrial Copperbelt region.
-
B.
Limuru
Limuru is a highland town in central Kenya known for its cool climate, tea plantations, and proximity to Nairobi.
-
C.
Lugwere
Lugwere is a Bantu language spoken primarily by the Bagwere people in eastern Uganda.
-
D.
Negombo
Negombo is a coastal city in western Sri Lanka known historically as a strategic colonial port and today for its fishing industry and beach tourism.
-
E.
Lugau
Lugau is a town in Saxony, Germany, historically shaped by coal mining in the Ore Mountains region.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luguru Target entity description: Luguru is a Bantu language spoken primarily by the Luguru people in eastern Tanzania.
-
A.
Kalulushi
Kalulushi is a town in Zambia known for its copper mining activities and location within the country's industrial Copperbelt region.
-
B.
Limuru
Limuru is a highland town in central Kenya known for its cool climate, tea plantations, and proximity to Nairobi.
-
C.
Lugwere
Lugwere is a Bantu language spoken primarily by the Bagwere people in eastern Uganda.
-
D.
Negombo
Negombo is a coastal city in western Sri Lanka known historically as a strategic colonial port and today for its fishing industry and beach tourism.
-
E.
Lugau
Lugau is a town in Saxony, Germany, historically shaped by coal mining in the Ore Mountains region.
- F. None of above. chosen
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_69e0b5053ac48190921529544959e906 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e6fd7e087c81908712ddc63e8b1e6c |
completed | April 21, 2026, 4:30 a.m. |
Created at: April 16, 2026, 2:36 p.m.