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.