Triple
T3274018
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luangwa River |
E68715
|
entity |
| Predicate | supportsProtectedArea |
P855
|
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: [Luangwa River, supportsProtectedArea, South Luangwa National Park]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Luangwa National Park Context triple: [Luangwa River, supportsProtectedArea, 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.
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.
-
C.
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.
-
D.
Nyika National Park
Nyika National Park is a high-altitude protected area in northern Malawi known for its rolling grassland plateau, rich biodiversity, and populations of antelope, zebra, and leopards.
-
E.
Liwonde National Park
Liwonde National Park is one of Malawi’s premier wildlife reserves, renowned for its rich biodiversity, riverine landscapes along the Shire River, and populations of elephants, hippos, and diverse birdlife.
- 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: supportsProtectedArea Context triple: [Luangwa River, supportsProtectedArea, South Luangwa National Park]
-
A.
hasProtectedArea
chosen
Indicates that an entity possesses, includes, or is associated with a designated protected area for conservation or restricted use.
-
B.
hasProtectedAreaStatus
Indicates that an area is officially designated and managed as a protected area under relevant conservation or legal frameworks.
-
C.
isProtectedAreaStatus
Indicates that an entity has a designated protection status, typically signifying legal or formal recognition as a protected area.
-
D.
isInProtectedArea
Indicates that an entity is located within a designated protected or conservation area.
-
E.
isInProtectedAreaVicinity
Indicates that an entity is located close to, but not necessarily within, a designated protected area.
- 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_69ad859b54f881909bf530d549caf2fd |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adaff74af88190809313743b439ff0 |
completed | March 8, 2026, 5:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b33419707881908535eadd65500bee |
completed | March 12, 2026, 9:46 p.m. |
| PD | Predicate disambiguation | batch_69ada420167c81909b6e2702db296d9e |
completed | March 8, 2026, 4:30 p.m. |
Created at: March 8, 2026, 3:10 p.m.