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.