Triple
T22034776
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | President of Malawi |
E544172
|
entity |
| Predicate | locatedInTheAdministrativeTerritorialEntity |
P40
|
FINISHED |
| Object |
Lilongwe District
Lilongwe District is a central district of Malawi that includes the nation’s capital city, Lilongwe, and serves as a key political and administrative hub.
|
E1516199
|
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: Lilongwe District | Statement: [President of Malawi, locatedInTheAdministrativeTerritorialEntity, Lilongwe District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lilongwe District Context triple: [President of Malawi, locatedInTheAdministrativeTerritorialEntity, Lilongwe District]
-
A.
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.
-
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.
Mambwe District
Mambwe District is an administrative district in Zambia’s Eastern Province, known for encompassing parts of South Luangwa National Park and serving as a key gateway for wildlife tourism.
-
D.
Zvimba District
Zvimba District is an administrative district in northern Zimbabwe known for its rural communities, agriculture, and as the home area of former president Robert Mugabe.
-
E.
Mumbwa District
Mumbwa District is an administrative district in Zambia known for its agricultural activities and proximity to Kafue National Park.
- 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: Lilongwe District Triple: [President of Malawi, locatedInTheAdministrativeTerritorialEntity, Lilongwe District]
Generated description
Lilongwe District is a central district of Malawi that includes the nation’s capital city, Lilongwe, and serves as a key political and administrative hub.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lilongwe District Target entity description: Lilongwe District is a central district of Malawi that includes the nation’s capital city, Lilongwe, and serves as a key political and administrative hub.
-
A.
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.
-
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.
Mambwe District
Mambwe District is an administrative district in Zambia’s Eastern Province, known for encompassing parts of South Luangwa National Park and serving as a key gateway for wildlife tourism.
-
D.
Zvimba District
Zvimba District is an administrative district in northern Zimbabwe known for its rural communities, agriculture, and as the home area of former president Robert Mugabe.
-
E.
Mumbwa District
Mumbwa District is an administrative district in Zambia known for its agricultural activities and proximity to Kafue National Park.
- 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_69e11e2f98c8819083e11eab90942a78 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f127f0594881909caf4fbc3e0a2d50 |
completed | April 28, 2026, 9:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a80a0e5e4819084506a7f56029d7c |
completed | May 18, 2026, 2:59 a.m. |
| NEDg | Description generation | batch_6a0a81378b288190a1789b49828b6ae5 |
completed | May 18, 2026, 3:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a818c3d4c8190910bf35d614b97d1 |
completed | May 18, 2026, 3:03 a.m. |
Created at: April 16, 2026, 8:25 p.m.