Triple
T6120462
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tonga (Zambia) |
E136468
|
entity |
| Predicate | alternativeName |
P39
|
FINISHED |
| Object |
Zambezi Tonga
Zambezi Tonga refers to the Tonga people and their language variety found primarily along the Zambezi River region in Zambia.
|
E570031
|
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: Zambezi Tonga | Statement: [Tonga (Zambia), alternativeName, Zambezi Tonga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zambezi Tonga Context triple: [Tonga (Zambia), alternativeName, Zambezi Tonga]
-
A.
Vunisea
Vunisea is a small coastal village that serves as the administrative and commercial center of Kadavu Island in Fiji.
-
B.
Tamba
Tamba is a city located in Hyogo Prefecture, Japan, known for its rural landscapes, traditional pottery, and historical sites.
-
C.
Tebanga
Tebanga is a settlement located on Abemama Atoll in the island nation of Kiribati in the central Pacific Ocean.
-
D.
River Tonge
River Tonge is a small river in Greater Manchester, England, that flows through the Bolton area before joining the River Irwell.
-
E.
Talanga
Talanga is a town and municipality in central Honduras known for its agricultural activities and location along the highway connecting Tegucigalpa with the country's northern regions.
- 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: Zambezi Tonga Triple: [Tonga (Zambia), alternativeName, Zambezi Tonga]
Generated description
Zambezi Tonga refers to the Tonga people and their language variety found primarily along the Zambezi River region in Zambia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zambezi Tonga Target entity description: Zambezi Tonga refers to the Tonga people and their language variety found primarily along the Zambezi River region in Zambia.
-
A.
Vunisea
Vunisea is a small coastal village that serves as the administrative and commercial center of Kadavu Island in Fiji.
-
B.
Tamba
Tamba is a city located in Hyogo Prefecture, Japan, known for its rural landscapes, traditional pottery, and historical sites.
-
C.
Tebanga
Tebanga is a settlement located on Abemama Atoll in the island nation of Kiribati in the central Pacific Ocean.
-
D.
River Tonge
River Tonge is a small river in Greater Manchester, England, that flows through the Bolton area before joining the River Irwell.
-
E.
Talanga
Talanga is a town and municipality in central Honduras known for its agricultural activities and location along the highway connecting Tegucigalpa with the country's northern regions.
- 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.