Triple
T22951371
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Botatwe languages |
E570026
|
entity |
| Predicate | hasMemberLanguage |
P7390
|
FINISHED |
| Object |
Toka-Leya language
The Toka-Leya language is a Bantu language spoken by the Toka and Leya peoples primarily in southern Zambia and parts of Zimbabwe, known for its role in the cultural life around the Victoria Falls region.
|
E1565586
|
NE FINISHED |
How this triple was built (4 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: Toka-Leya language | Statement: [Botatwe languages, hasMemberLanguage, Toka-Leya language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toka-Leya language Context triple: [Botatwe languages, hasMemberLanguage, Toka-Leya language]
-
A.
Thaua language
The Thaua language is an Indigenous Australian Aboriginal language traditionally spoken by the Thaua (a group of the Yuin people) of the south coast of New South Wales.
-
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.
Lo-Toga language
The Lo-Toga language is an Oceanic language spoken on the Torres Islands of northern Vanuatu, closely related to the neighboring Hiw language and known for its highly conservative phonology and grammar.
-
D.
Kaera language
The Kaera language is a Papuan language spoken by a small community on Pantar Island in eastern Indonesia.
-
E.
Baelelea language
The Baelelea language is an Oceanic language spoken by the Baelelea people of Malaita in the Solomon Islands.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Toka-Leya language Triple: [Botatwe languages, hasMemberLanguage, Toka-Leya language]
Generated description
The Toka-Leya language is a Bantu language spoken by the Toka and Leya peoples primarily in southern Zambia and parts of Zimbabwe, known for its role in the cultural life around the Victoria Falls region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toka-Leya language Target entity description: The Toka-Leya language is a Bantu language spoken by the Toka and Leya peoples primarily in southern Zambia and parts of Zimbabwe, known for its role in the cultural life around the Victoria Falls region.
-
A.
Thaua language
The Thaua language is an Indigenous Australian Aboriginal language traditionally spoken by the Thaua (a group of the Yuin people) of the south coast of New South Wales.
-
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.
Lo-Toga language
The Lo-Toga language is an Oceanic language spoken on the Torres Islands of northern Vanuatu, closely related to the neighboring Hiw language and known for its highly conservative phonology and grammar.
-
D.
Kaera language
The Kaera language is a Papuan language spoken by a small community on Pantar Island in eastern Indonesia.
-
E.
Baelelea language
The Baelelea language is an Oceanic language spoken by the Baelelea people of Malaita in the Solomon Islands.
- F. None of above. chosen
Provenance (5 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_69e2459199d08190a8184ee2aa935842 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f181a285448190a718734fe933d51a |
completed | April 29, 2026, 3:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0bd3694d0081909dad3abf94108c62 |
completed | May 19, 2026, 3:05 a.m. |
| NEDg | Description generation | batch_6a0bd50e7b688190a419424a79612876 |
completed | May 19, 2026, 3:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0bd7932f9481909d977a857f2f1e63 |
completed | May 19, 2026, 3:22 a.m. |
Created at: April 17, 2026, 3:46 p.m.