Triple
T22951415
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gwembe Tonga |
E570027
|
entity |
| Predicate | hasAlternativeName |
P39
|
FINISHED |
| Object |
Gwembe Valley Tonga
Gwembe Valley Tonga are an ethnic subgroup of the Tonga people living primarily along Zambia’s middle Zambezi River valley, known for their riverine agriculture, distinctive language variety, and cultural traditions shaped by the Kariba Dam resettlement.
|
E1563487
|
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: Gwembe Valley Tonga | Statement: [Gwembe Tonga, hasAlternativeName, Gwembe Valley Tonga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gwembe Valley Tonga Context triple: [Gwembe Tonga, hasAlternativeName, Gwembe Valley Tonga]
-
A.
Watonga
Watonga is a small city in central Oklahoma known for its agricultural community and annual cheese festival.
-
B.
Tongaat
Tongaat is a town in KwaZulu-Natal, South Africa, known for its significant Indian community and sugar industry.
-
C.
Tui Macuata
Tui Macuata is the chiefly title of the paramount traditional leader of Fiji’s Macuata province in Vanua Levu.
-
D.
Tuʻi Tonga
Tuʻi Tonga was the sacred royal title of the ancient Tongan kings who held both political authority and divine status at the center of a powerful Polynesian maritime empire.
-
E.
Fongo-Tongo
Fongo-Tongo is a rural municipality in western Cameroon known for its traditional Bamileke culture and scenic highland landscapes.
- 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: Gwembe Valley Tonga Triple: [Gwembe Tonga, hasAlternativeName, Gwembe Valley Tonga]
Generated description
Gwembe Valley Tonga are an ethnic subgroup of the Tonga people living primarily along Zambia’s middle Zambezi River valley, known for their riverine agriculture, distinctive language variety, and cultural traditions shaped by the Kariba Dam resettlement.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gwembe Valley Tonga Target entity description: Gwembe Valley Tonga are an ethnic subgroup of the Tonga people living primarily along Zambia’s middle Zambezi River valley, known for their riverine agriculture, distinctive language variety, and cultural traditions shaped by the Kariba Dam resettlement.
-
A.
Watonga
Watonga is a small city in central Oklahoma known for its agricultural community and annual cheese festival.
-
B.
Tongaat
Tongaat is a town in KwaZulu-Natal, South Africa, known for its significant Indian community and sugar industry.
-
C.
Tui Macuata
Tui Macuata is the chiefly title of the paramount traditional leader of Fiji’s Macuata province in Vanua Levu.
-
D.
Tuʻi Tonga
Tuʻi Tonga was the sacred royal title of the ancient Tongan kings who held both political authority and divine status at the center of a powerful Polynesian maritime empire.
-
E.
Fongo-Tongo
Fongo-Tongo is a rural municipality in western Cameroon known for its traditional Bamileke culture and scenic highland landscapes.
- 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_6a0bca17e51881909f147ae8677e2a90 |
completed | May 19, 2026, 2:25 a.m. |
| NEDg | Description generation | batch_6a0bcaebed688190b2ea74c588922d98 |
completed | May 19, 2026, 2:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0bcbec354081909dbeeb389e86d38c |
completed | May 19, 2026, 2:33 a.m. |
Created at: April 17, 2026, 3:46 p.m.