Triple

T19609498
Position Surface form Disambiguated ID Type / Status
Subject Mfuwe E470690 entity
Predicate roadAccess P385 FINISHED
Object connected by road to Lusaka via Great East Road
Mfuwe is a village in eastern Zambia best known as a gateway to South Luangwa National Park and a popular base for wildlife tourism.
E1386519 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: connected by road to Lusaka via Great East Road | Statement: [Mfuwe, roadAccess, connected by road to Lusaka via Great East Road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: connected by road to Lusaka via Great East Road
Context triple: [Mfuwe, roadAccess, connected by road to Lusaka via Great East Road]
  • A. Great North Road (Zambia)
    Great North Road (Zambia) is a major highway running through central Zambia that connects key towns and cities, including Kabwe, to the broader national and regional road network.
  • B. Lusaka–Malawi transport corridor
    The Lusaka–Malawi transport corridor is a key regional route linking Zambia’s capital Lusaka with Malawi, facilitating cross-border trade and movement in southeastern Africa.
  • C. Lusaka–Livingstone road
    The Lusaka–Livingstone road is a major highway in Zambia that links the capital city Lusaka with the tourist hub of Livingstone near Victoria Falls, serving as a key transport and trade corridor through Southern Province.
  • D. Masvingo–Mutare road
    The Masvingo–Mutare road is a major highway in southeastern Zimbabwe that connects the historic city of Masvingo with the eastern city of Mutare, passing near key landmarks such as Lake Mutirikwi.
  • E. Mpulungu–Mbala road
    The Mpulungu–Mbala road is a key transport route in northern Zambia linking the lakeside town of Mpulungu with the inland town of Mbala, facilitating regional trade and travel.
  • 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: connected by road to Lusaka via Great East Road
Triple: [Mfuwe, roadAccess, connected by road to Lusaka via Great East Road]
Generated description
Mfuwe is a village in eastern Zambia best known as a gateway to South Luangwa National Park and a popular base for wildlife tourism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: connected by road to Lusaka via Great East Road
Target entity description: Mfuwe is a village in eastern Zambia best known as a gateway to South Luangwa National Park and a popular base for wildlife tourism.
  • A. Great North Road (Zambia)
    Great North Road (Zambia) is a major highway running through central Zambia that connects key towns and cities, including Kabwe, to the broader national and regional road network.
  • B. Lusaka–Malawi transport corridor
    The Lusaka–Malawi transport corridor is a key regional route linking Zambia’s capital Lusaka with Malawi, facilitating cross-border trade and movement in southeastern Africa.
  • C. Lusaka–Livingstone road
    The Lusaka–Livingstone road is a major highway in Zambia that links the capital city Lusaka with the tourist hub of Livingstone near Victoria Falls, serving as a key transport and trade corridor through Southern Province.
  • D. Masvingo–Mutare road
    The Masvingo–Mutare road is a major highway in southeastern Zimbabwe that connects the historic city of Masvingo with the eastern city of Mutare, passing near key landmarks such as Lake Mutirikwi.
  • E. Mpulungu–Mbala road
    The Mpulungu–Mbala road is a key transport route in northern Zambia linking the lakeside town of Mpulungu with the inland town of Mbala, facilitating regional trade and travel.
  • 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_69d8e510fa248190b7afb274a1d4cf73 completed April 10, 2026, 11:54 a.m.
NER Named-entity recognition batch_69e640ca57a081909c05000fca52271f completed April 20, 2026, 3:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0771afb2708190b46a002a5c4c4252 completed May 15, 2026, 7:19 p.m.
NEDg Description generation batch_6a07736d8990819081b3ba34f1d3600e completed May 15, 2026, 7:26 p.m.
NED2 Entity disambiguation (via description) batch_6a0773f9f8148190822ed74d83fdac97 completed May 15, 2026, 7:28 p.m.
Created at: April 10, 2026, 1:43 p.m.