Triple
T6975135
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nkoloma Stadium |
E161697
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Nkoloma area of Lusaka
Nkoloma area of Lusaka is a residential neighborhood in Zambia’s capital city, known locally for hosting the Nkoloma Stadium and associated community activities.
|
E633708
|
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: Nkoloma area of Lusaka | Statement: [Nkoloma Stadium, namedAfter, Nkoloma area of Lusaka]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nkoloma area of Lusaka Context triple: [Nkoloma Stadium, namedAfter, Nkoloma area of Lusaka]
-
A.
Lusaka, Zambia
Lusaka, Zambia is the capital and largest city of Zambia, serving as the country’s political, economic, and cultural center.
-
B.
Kabwe, Zambia
Kabwe, Zambia is a central Zambian town historically known as a major mining and railway hub and as the birthplace of novelist Wilbur Smith.
-
C.
Chongwe District
Chongwe District is an administrative district in Zambia’s Lusaka Province, located east of the capital and serving as a key transit area along the route toward the country’s eastern regions.
-
D.
Central Province, Zambia
Central Province, Zambia is an inland administrative region in central Zambia known for its mix of agricultural areas, mining activities, and major wildlife attractions such as Kafue National Park.
-
E.
Lusaka City Council
Lusaka City Council is the local government authority responsible for municipal administration, services, and urban governance in Zambia’s capital city, Lusaka.
- 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: Nkoloma area of Lusaka Triple: [Nkoloma Stadium, namedAfter, Nkoloma area of Lusaka]
Generated description
Nkoloma area of Lusaka is a residential neighborhood in Zambia’s capital city, known locally for hosting the Nkoloma Stadium and associated community activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nkoloma area of Lusaka Target entity description: Nkoloma area of Lusaka is a residential neighborhood in Zambia’s capital city, known locally for hosting the Nkoloma Stadium and associated community activities.
-
A.
Lusaka, Zambia
Lusaka, Zambia is the capital and largest city of Zambia, serving as the country’s political, economic, and cultural center.
-
B.
Kabwe, Zambia
Kabwe, Zambia is a central Zambian town historically known as a major mining and railway hub and as the birthplace of novelist Wilbur Smith.
-
C.
Chongwe District
Chongwe District is an administrative district in Zambia’s Lusaka Province, located east of the capital and serving as a key transit area along the route toward the country’s eastern regions.
-
D.
Central Province, Zambia
Central Province, Zambia is an inland administrative region in central Zambia known for its mix of agricultural areas, mining activities, and major wildlife attractions such as Kafue National Park.
-
E.
Lusaka City Council
Lusaka City Council is the local government authority responsible for municipal administration, services, and urban governance in Zambia’s capital city, Lusaka.
- 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_69c68854a0d88190bc0bf82263f1afce |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6db3d3ab08190b107f3229c357dd2 |
completed | March 27, 2026, 7:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c761a6bbdc81908c96871f151db279 |
completed | March 28, 2026, 5:05 a.m. |
| NEDg | Description generation | batch_69c7639074f48190bc095f18fc35c08b |
completed | March 28, 2026, 5:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c76435fd2c819099143ea12f21d095 |
completed | March 28, 2026, 5:16 a.m. |
Created at: March 27, 2026, 2:31 p.m.