Triple
T14348260
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Luangwa National Park |
E355784
|
entity |
| Predicate | nearestLargeProtectedArea |
P61347
|
FINISHED |
| Object | South Luangwa National Park |
E106626
|
NE FINISHED |
How this triple was built (3 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: South Luangwa National Park | Statement: [North Luangwa National Park, nearestLargeProtectedArea, South Luangwa National Park]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Luangwa National Park Context triple: [North Luangwa National Park, nearestLargeProtectedArea, South Luangwa National Park]
-
A.
South Luangwa National Park
chosen
South Luangwa National Park is a renowned wildlife reserve in eastern Zambia, famous for its high densities of big game, walking safaris, and unspoiled Luangwa River ecosystem.
-
B.
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.
-
C.
Nyika National Park (Zambia)
Nyika National Park (Zambia) is a protected highland area on the Zambian side of the Nyika Plateau, known for its rolling grasslands, montane forests, and diverse wildlife.
-
D.
Kazinga National Park
Kazinga National Park is the former name of Uganda’s Queen Elizabeth National Park, a major East African wildlife reserve known for its diverse ecosystems and abundant animal species.
-
E.
Hwange National Park
Hwange National Park is Zimbabwe’s largest and oldest national park, renowned for its vast elephant populations and diverse wildlife-rich savanna landscapes.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: nearestLargeProtectedArea Context triple: [North Luangwa National Park, nearestLargeProtectedArea, South Luangwa National Park]
-
A.
nearestMajorProtectedArea
chosen
Indicates the closest significant legally protected natural area to a given location or entity.
-
B.
hasProtectedAreasNearby
Indicates that an entity is located close to one or more designated protected or conservation areas.
-
C.
hasNearbyNatureReserve
Indicates that one place or entity is located close to a designated nature reserve.
-
D.
situatedInProtectedArea
Indicates that an entity is located within the boundaries of a designated protected area (such as a reserve, park, or conservation zone).
-
E.
stateProtectedAreaOf
Indicates that an area is designated and managed as a protected area under the authority of a specific state or subnational government.
- F. None of above.
Provenance (4 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_69d82790a7e08190877e2d349b2e8d8e |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de8e8d081c8190ac805726a3e98f4c |
completed | April 14, 2026, 6:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fed31670a48190a606e812a2aa0a6e |
completed | May 9, 2026, 6:24 a.m. |
| PD | Predicate disambiguation | batch_69de2a9958e881909d03ac03f135163e |
completed | April 14, 2026, 11:52 a.m. |
Created at: April 10, 2026, 1:14 a.m.