Triple
T7164870
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lusaka Province |
E167040
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Luangwa District
Luangwa District is an administrative district in eastern Zambia known for its location at the confluence of the Luangwa and Zambezi rivers and its proximity to important wildlife and conservation areas.
|
E652019
|
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: Luangwa District | Statement: [Lusaka Province, contains, Luangwa District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luangwa District Context triple: [Lusaka Province, contains, Luangwa District]
-
A.
Luangwa Valley
Luangwa Valley is a wildlife-rich rift valley in eastern Zambia, renowned for its unspoiled ecosystems and major national parks such as South Luangwa and North Luangwa.
-
B.
Katavi Region
Katavi Region is a sparsely populated administrative region in western Tanzania known for its vast wilderness areas and the wildlife-rich Katavi National Park.
-
C.
North Luangwa National Park
North Luangwa National Park is a remote and wildlife-rich conservation area in northeastern Zambia, renowned for its pristine wilderness and populations of large mammals such as elephants, lions, and black rhinos.
-
D.
Hwange
Hwange is a town in western Zimbabwe best known for its large coal mining industry and its proximity to Hwange National Park, the country’s largest game reserve.
-
E.
Kasulu District
Kasulu District is an administrative district in western Tanzania known for its large rural population and proximity to the Burundi border.
- 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: Luangwa District Triple: [Lusaka Province, contains, Luangwa District]
Generated description
Luangwa District is an administrative district in eastern Zambia known for its location at the confluence of the Luangwa and Zambezi rivers and its proximity to important wildlife and conservation areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luangwa District Target entity description: Luangwa District is an administrative district in eastern Zambia known for its location at the confluence of the Luangwa and Zambezi rivers and its proximity to important wildlife and conservation areas.
-
A.
Luangwa Valley
Luangwa Valley is a wildlife-rich rift valley in eastern Zambia, renowned for its unspoiled ecosystems and major national parks such as South Luangwa and North Luangwa.
-
B.
Katavi Region
Katavi Region is a sparsely populated administrative region in western Tanzania known for its vast wilderness areas and the wildlife-rich Katavi National Park.
-
C.
North Luangwa National Park
North Luangwa National Park is a remote and wildlife-rich conservation area in northeastern Zambia, renowned for its pristine wilderness and populations of large mammals such as elephants, lions, and black rhinos.
-
D.
Hwange
Hwange is a town in western Zimbabwe best known for its large coal mining industry and its proximity to Hwange National Park, the country’s largest game reserve.
-
E.
Kasulu District
Kasulu District is an administrative district in western Tanzania known for its large rural population and proximity to the Burundi border.
- 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_69c68888c10c819095e0383020225758 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e83168a08190937ff46797d94f3e |
completed | March 27, 2026, 8:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7d37a6cd48190802094259213a57f |
completed | March 28, 2026, 1:11 p.m. |
| NEDg | Description generation | batch_69c7d44e67848190ac52eca99ef18f28 |
completed | March 28, 2026, 1:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7d4fc837c81909827352be19f64b4 |
completed | March 28, 2026, 1:17 p.m. |
Created at: March 27, 2026, 2:47 p.m.