Triple
T6975043
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lusaka City Council |
E161695
|
entity |
| Predicate | jurisdiction |
P82
|
FINISHED |
| Object |
Lusaka District
Lusaka District is an administrative district in Zambia that encompasses the nation’s capital city, Lusaka, and serves as a key political and economic hub of the country.
|
E640554
|
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: Lusaka District | Statement: [Lusaka City Council, jurisdiction, Lusaka District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lusaka District Context triple: [Lusaka City Council, jurisdiction, Lusaka District]
-
A.
Lusaka Province
Lusaka Province is a central region of Zambia that includes the nation’s capital city and serves as a key political and economic hub.
-
B.
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.
-
C.
Chipata District
Chipata District is an administrative region in eastern Zambia centered on the town of Chipata, serving as a key commercial and transport hub near the border with Malawi.
-
D.
Mwinilunga District
Mwinilunga District is a rural district in northwestern Zambia known for its lush forests, high rainfall, and location near the headwaters of major rivers including the Zambezi.
-
E.
Makoni District
Makoni District is an administrative district in eastern Zimbabwe known for its agricultural activities and location within Manicaland Province.
- 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: Lusaka District Triple: [Lusaka City Council, jurisdiction, Lusaka District]
Generated description
Lusaka District is an administrative district in Zambia that encompasses the nation’s capital city, Lusaka, and serves as a key political and economic hub of the country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lusaka District Target entity description: Lusaka District is an administrative district in Zambia that encompasses the nation’s capital city, Lusaka, and serves as a key political and economic hub of the country.
-
A.
Lusaka Province
Lusaka Province is a central region of Zambia that includes the nation’s capital city and serves as a key political and economic hub.
-
B.
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.
-
C.
Chipata District
Chipata District is an administrative region in eastern Zambia centered on the town of Chipata, serving as a key commercial and transport hub near the border with Malawi.
-
D.
Mwinilunga District
Mwinilunga District is a rural district in northwestern Zambia known for its lush forests, high rainfall, and location near the headwaters of major rivers including the Zambezi.
-
E.
Makoni District
Makoni District is an administrative district in eastern Zimbabwe known for its agricultural activities and location within Manicaland Province.
- 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_69c6db3bda908190a10a91dc8d043ef1 |
completed | March 27, 2026, 7:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c794318fb08190a9a89570b2a6999b |
completed | March 28, 2026, 8:41 a.m. |
| NEDg | Description generation | batch_69c7962ec0bc8190a9223ebb245d0914 |
completed | March 28, 2026, 8:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c79709ed808190a9f09f5350ba2ffd |
completed | March 28, 2026, 8:53 a.m. |
Created at: March 27, 2026, 2:31 p.m.