Triple
T14348283
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Luangwa National Park |
E355784
|
entity |
| Predicate | countryParkSystem |
P107762
|
FINISHED |
| Object |
Zambia National Parks
Zambia National Parks is the national system of protected areas in Zambia, encompassing numerous wildlife-rich reserves and conservation areas across the country.
|
E1125120
|
NE FINISHED |
How this triple was built (5 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: Zambia National Parks | Statement: [North Luangwa National Park, countryParkSystem, Zambia National Parks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zambia National Parks Context triple: [North Luangwa National Park, countryParkSystem, Zambia National Parks]
-
A.
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.
-
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.
Lower Zambezi National Park
Lower Zambezi National Park is a renowned wildlife reserve in southeastern Zambia along the Zambezi River, famous for its rich biodiversity, canoe safaris, and scenic riverine landscapes.
-
D.
South Luangwa National Park
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.
-
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. 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: Zambia National Parks Triple: [North Luangwa National Park, countryParkSystem, Zambia National Parks]
Generated description
Zambia National Parks is the national system of protected areas in Zambia, encompassing numerous wildlife-rich reserves and conservation areas across the country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zambia National Parks Target entity description: Zambia National Parks is the national system of protected areas in Zambia, encompassing numerous wildlife-rich reserves and conservation areas across the country.
-
A.
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.
-
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.
Lower Zambezi National Park
Lower Zambezi National Park is a renowned wildlife reserve in southeastern Zambia along the Zambezi River, famous for its rich biodiversity, canoe safaris, and scenic riverine landscapes.
-
D.
South Luangwa National Park
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.
-
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. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: countryParkSystem Context triple: [North Luangwa National Park, countryParkSystem, Zambia National Parks]
-
A.
countryParkAuthority
chosen
Indicates that an entity serves as the official governing or managing authority for a country park.
-
B.
countryParkLocatedOn
Indicates that a country park is situated on or within the area of a specified geographic feature or land unit.
-
C.
stateParkSystem
Indicates that an entity is part of, managed by, or associated with a state-level park system or network of state parks.
-
D.
nationalPark
Indicates that a location is designated and managed as a national park by a governing authority.
-
E.
countyParkOrArea
Indicates that a location is designated as a county-level park or recreational area under the jurisdiction of a county authority.
- F. None of above.
Provenance (6 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_69fe6b3a76ac819088587b9fa560b6dc |
completed | May 8, 2026, 11:01 p.m. |
| NEDg | Description generation | batch_69fe6df63b78819087d6c709db1ce889 |
completed | May 8, 2026, 11:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe6e32f7a0819086ca1303024c6db9 |
completed | May 8, 2026, 11:13 p.m. |
| PD | Predicate disambiguation | batch_69de2a9958e881909d03ac03f135163e |
completed | April 14, 2026, 11:52 a.m. |
Created at: April 10, 2026, 1:14 a.m.