Triple
T21053600
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bondei language |
E518650
|
entity |
| Predicate | closelyRelatedTo |
P37
|
FINISHED |
| Object | Shambala language |
E518657
|
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: Shambala language | Statement: [Bondei language, closelyRelatedTo, Shambala language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shambala language Context triple: [Bondei language, closelyRelatedTo, Shambala language]
-
A.
Shambala language
chosen
Shambala is a Bantu language spoken primarily by the Shambaa people in the Usambara Mountains of northeastern Tanzania.
-
B.
Ahirani language
Ahirani language is an Indo-Aryan language spoken primarily in the Khandesh region of Maharashtra, India, known for its close relation to Marathi and distinct regional dialectal features.
-
C.
Chumburung language
The Chumburung language is a Niger-Congo language spoken primarily by the Chumburung people in Ghana.
-
D.
Kaera language
The Kaera language is a Papuan language spoken by a small community on Pantar Island in eastern Indonesia.
-
E.
Padam language
Padam language is a Tani (Sino-Tibetan) language of northeastern India spoken by the Padam subgroup of the Mishing/Adi peoples of Arunachal Pradesh and Assam.
- 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_69e0b5053ac48190921529544959e906 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e6fd7e087c81908712ddc63e8b1e6c |
completed | April 21, 2026, 4:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0950666f7c8190887911302eb02940 |
completed | May 17, 2026, 5:21 a.m. |
Created at: April 16, 2026, 2:36 p.m.