Triple
T6120450
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tonga (Zambia) |
E136468
|
entity |
| Predicate | hasDialects |
P4251
|
FINISHED |
| Object |
Gwembe Tonga
Gwembe Tonga is a regional dialect of the Tonga language spoken primarily by communities in the Gwembe Valley region of southern Zambia.
|
E570027
|
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 Tonga | Statement: [Tonga (Zambia), hasDialects, Gwembe Tonga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gwembe Tonga Context triple: [Tonga (Zambia), hasDialects, Gwembe Tonga]
-
A.
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.
-
B.
King of Tonga
The King of Tonga is the hereditary monarch and highest authority of the Polynesian kingdom of Tonga, serving as its head of state within a constitutional framework.
-
C.
Te Heuheu
Te Heuheu is a prominent summit on Mount Ruapehu in New Zealand’s central North Island, named after a distinguished Māori chiefly lineage.
-
D.
Taulaga
Taulaga is the small principal village and only significant settlement on Swains Island in American Samoa.
-
E.
Alaufau
Alaufau is a small village located on the island of Ofu in American Samoa.
- 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 Tonga Triple: [Tonga (Zambia), hasDialects, Gwembe Tonga]
Generated description
Gwembe Tonga is a regional dialect of the Tonga language spoken primarily by communities in the Gwembe Valley region of southern Zambia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gwembe Tonga Target entity description: Gwembe Tonga is a regional dialect of the Tonga language spoken primarily by communities in the Gwembe Valley region of southern Zambia.
-
A.
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.
-
B.
King of Tonga
The King of Tonga is the hereditary monarch and highest authority of the Polynesian kingdom of Tonga, serving as its head of state within a constitutional framework.
-
C.
Te Heuheu
Te Heuheu is a prominent summit on Mount Ruapehu in New Zealand’s central North Island, named after a distinguished Māori chiefly lineage.
-
D.
Taulaga
Taulaga is the small principal village and only significant settlement on Swains Island in American Samoa.
-
E.
Alaufau
Alaufau is a small village located on the island of Ofu in American Samoa.
- 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_69c0089f851c81909e5e189a617dcff6 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c05bef8dc08190b917ad7209188c62 |
completed | March 22, 2026, 9:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1257153748190947cd80589620f12 |
completed | March 23, 2026, 11:35 a.m. |
| NEDg | Description generation | batch_69c129464108819086b1a3991ef4c9e1 |
completed | March 23, 2026, 11:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c129d7cd348190963e1a266d5e88ae |
completed | March 23, 2026, 11:53 a.m. |
Created at: March 22, 2026, 4:14 p.m.