Triple
T6817154
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shire River |
E156793
|
entity |
| Predicate | flowsThrough |
P225
|
FINISHED |
| Object |
Central Malawi
Central Malawi is a region in the heart of Malawi characterized by fertile plains, important agricultural activity, and key urban centers including the capital city, Lilongwe.
|
E622918
|
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: Central Malawi | Statement: [Shire River, flowsThrough, Central Malawi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Central Malawi Context triple: [Shire River, flowsThrough, Central Malawi]
-
A.
Southern Malawi
Southern Malawi is a predominantly rural region of Malawi known for its diverse ethnic communities, including the Lomwe people, and its mix of highland plateaus, fertile agricultural areas, and growing urban centers such as Blantyre.
-
B.
Lake Malawi region
The Lake Malawi region is an area in southeastern Africa surrounding Lake Malawi, known for its diverse ecosystems, fishing communities, and cultural and linguistic ties to the Nyanja-speaking peoples.
-
C.
Southern Province, Zambia
Southern Province, Zambia is a region in southern Zambia known for its tourism hub Livingstone and its proximity to Victoria Falls on the Zambezi River.
-
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.
Eastern Province, Zambia
Eastern Province, Zambia is a largely rural region in the east of Zambia known for its wildlife-rich landscapes, including the renowned South Luangwa National Park, and its predominantly agricultural economy.
- 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: Central Malawi Triple: [Shire River, flowsThrough, Central Malawi]
Generated description
Central Malawi is a region in the heart of Malawi characterized by fertile plains, important agricultural activity, and key urban centers including the capital city, Lilongwe.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Central Malawi Target entity description: Central Malawi is a region in the heart of Malawi characterized by fertile plains, important agricultural activity, and key urban centers including the capital city, Lilongwe.
-
A.
Southern Malawi
Southern Malawi is a predominantly rural region of Malawi known for its diverse ethnic communities, including the Lomwe people, and its mix of highland plateaus, fertile agricultural areas, and growing urban centers such as Blantyre.
-
B.
Lake Malawi region
The Lake Malawi region is an area in southeastern Africa surrounding Lake Malawi, known for its diverse ecosystems, fishing communities, and cultural and linguistic ties to the Nyanja-speaking peoples.
-
C.
Southern Province, Zambia
Southern Province, Zambia is a region in southern Zambia known for its tourism hub Livingstone and its proximity to Victoria Falls on the Zambezi River.
-
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.
Eastern Province, Zambia
Eastern Province, Zambia is a largely rural region in the east of Zambia known for its wildlife-rich landscapes, including the renowned South Luangwa National Park, and its predominantly agricultural economy.
- 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_69c688298a288190af3f285d57f76bbe |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d354177481908ab3cf5437c095e2 |
completed | March 27, 2026, 6:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c72fa2655081909a511c9fecd1e0d2 |
completed | March 28, 2026, 1:32 a.m. |
| NEDg | Description generation | batch_69c7303c58a08190a1a71850e3874be1 |
completed | March 28, 2026, 1:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7308117548190be91fac0a9dd2989 |
completed | March 28, 2026, 1:36 a.m. |
Created at: March 27, 2026, 2:17 p.m.