Triple
T6487349
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tshiguvhu |
E146545
|
entity |
| Predicate | hasSuperstrateLanguage |
P27850
|
FINISHED |
| Object | Tshivenda |
E24733
|
NE FINISHED |
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: Tshivenda | Statement: [Tshiguvhu, hasSuperstrateLanguage, Tshivenda]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tshivenda Context triple: [Tshiguvhu, hasSuperstrateLanguage, Tshivenda]
-
A.
Tshivenda
chosen
Tshivenda is a Bantu language spoken primarily by the Venda people in northern South Africa and neighboring regions.
-
B.
Xitsonga
Xitsonga is a Bantu language spoken primarily by the Tsonga people in southern Africa, notably in South Africa, Mozambique, and Zimbabwe.
-
C.
Zulu
Zulu is a Bantu language of the Nguni group spoken primarily in South Africa and widely influential in the country’s culture and other local languages.
-
D.
Zulu
Zulu is a 1964 British war film depicting the Battle of Rorke's Drift during the Anglo-Zulu War, noted for being one of Michael Caine's early breakthrough roles.
-
E.
Xhosa
Xhosa is a Bantu language of South Africa, known for its distinctive click consonants and as one of the country’s major official languages.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasSuperstrateLanguage Context triple: [Tshiguvhu, hasSuperstrateLanguage, Tshivenda]
-
A.
hasSubstrateLanguage
Indicates a relationship where one language serves as the underlying substrate that has influenced or shaped another language.
-
B.
superstrateLanguage
chosen
Indicates that one language serves as the socially or politically dominant language influencing or imposed upon another language in a contact situation.
-
C.
hasSuperstrate
Indicates that one material, layer, or structure lies above and is supported by another in a layered or composite arrangement.
-
D.
hasSubLanguage
Indicates that one language is a subset, variant, or specialized form of another language.
-
E.
hasLanguageType
Indicates that an entity is associated with a particular type or category of language (e.g., spoken, written, programming, sign).
- F. None of above.
Provenance (4 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_69c0090158c08190af0df9a2348d2d52 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c06a96a4048190a28dee5fd9258486 |
completed | March 22, 2026, 10:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6f77f500c8190abf672a929a294c1 |
completed | March 27, 2026, 9:32 p.m. |
| PD | Predicate disambiguation | batch_69c06740bebc81909d9d6956baa2bcb9 |
completed | March 22, 2026, 10:03 p.m. |
Created at: March 22, 2026, 4:52 p.m.