Triple
T19609411
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eastern Province, Zambia |
E470689
|
entity |
| Predicate | bordersZambianProvince |
P32798
|
FINISHED |
| Object |
Muchinga Province, Zambia
Muchinga Province, Zambia is a largely rural administrative region in northeastern Zambia known for its mountainous terrain, including parts of the Muchinga Escarpment, and its role as a gateway to several national parks and wildlife areas.
|
E1388325
|
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: Muchinga Province, Zambia | Statement: [Eastern Province, Zambia, bordersZambianProvince, Muchinga Province, Zambia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muchinga Province, Zambia Context triple: [Eastern Province, Zambia, bordersZambianProvince, Muchinga Province, Zambia]
-
A.
Southern Province, Zambia
Southern Province, Zambia is a region in southern Zambia known for its tourism hub Livingstone and its proximity to Victoria Falls on the Zambezi River.
-
B.
Northern Province, Zambia
Northern Province, Zambia is a largely rural region in the north of Zambia known for its lakeside towns, including the port of Mpulungu on Lake Tanganyika, and its significant natural and cultural heritage.
-
C.
Eastern Province, Zambia
Eastern Province, Zambia is a largely rural region in the east of Zambia known for its wildlife-rich landscapes, including the renowned South Luangwa National Park, and its predominantly agricultural economy.
-
D.
Central Province, Zambia
Central Province, Zambia is an inland administrative region in central Zambia known for its mix of agricultural areas, mining activities, and major wildlife attractions such as Kafue National Park.
-
E.
North-Western Province, Zambia
North-Western Province, Zambia is a largely rural, mineral-rich region in the northwest of Zambia known for its ethnic diversity, including Kaonde speakers, and significant copper and gold mining activities.
- 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: Muchinga Province, Zambia Triple: [Eastern Province, Zambia, bordersZambianProvince, Muchinga Province, Zambia]
Generated description
Muchinga Province, Zambia is a largely rural administrative region in northeastern Zambia known for its mountainous terrain, including parts of the Muchinga Escarpment, and its role as a gateway to several national parks and wildlife areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Muchinga Province, Zambia Target entity description: Muchinga Province, Zambia is a largely rural administrative region in northeastern Zambia known for its mountainous terrain, including parts of the Muchinga Escarpment, and its role as a gateway to several national parks and wildlife areas.
-
A.
Southern Province, Zambia
Southern Province, Zambia is a region in southern Zambia known for its tourism hub Livingstone and its proximity to Victoria Falls on the Zambezi River.
-
B.
Northern Province, Zambia
Northern Province, Zambia is a largely rural region in the north of Zambia known for its lakeside towns, including the port of Mpulungu on Lake Tanganyika, and its significant natural and cultural heritage.
-
C.
Eastern Province, Zambia
Eastern Province, Zambia is a largely rural region in the east of Zambia known for its wildlife-rich landscapes, including the renowned South Luangwa National Park, and its predominantly agricultural economy.
-
D.
Central Province, Zambia
Central Province, Zambia is an inland administrative region in central Zambia known for its mix of agricultural areas, mining activities, and major wildlife attractions such as Kafue National Park.
-
E.
North-Western Province, Zambia
North-Western Province, Zambia is a largely rural, mineral-rich region in the northwest of Zambia known for its ethnic diversity, including Kaonde speakers, and significant copper and gold mining activities.
- 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_69d8e510fa248190b7afb274a1d4cf73 |
completed | April 10, 2026, 11:54 a.m. |
| NER | Named-entity recognition | batch_69e640ca57a081909c05000fca52271f |
completed | April 20, 2026, 3:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a077eda88588190b45fe383a254578e |
completed | May 15, 2026, 8:15 p.m. |
| NEDg | Description generation | batch_6a077f979c048190b129a39ed0c02200 |
completed | May 15, 2026, 8:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0780f798888190847de6b2951d879b |
completed | May 15, 2026, 8:24 p.m. |
Created at: April 10, 2026, 1:43 p.m.