Triple

T3258363
Position Surface form Disambiguated ID Type / Status
Subject Kafue River E68350 entity
Predicate flowsThrough P225 FINISHED
Object Southern Province
Southern Province is a largely rural region in southern Zambia known for its agricultural activities, wildlife areas, and proximity to major natural features such as national parks and river systems.
 E348439 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: Southern Province | Statement: [Kafue River, flowsThrough, Southern Province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Southern Province
Context triple: [Kafue River, flowsThrough, Southern Province]
  • A. Central Province
    Central Province is an administrative region of the Solomon Islands that encompasses parts of the country's central island groups, including the Florida Islands.
  • B. Central Province
    Central Province is a coastal region of Papua New Guinea surrounding the national capital district and encompassing diverse rural communities, mountains, and lowland plains.
  • C. Central Province
    Central Province is an inland region of Zambia known for its agricultural activities, wildlife areas, and key transport routes linking the country’s north and south.
  • D. Central Province of Sri Lanka
    The Central Province of Sri Lanka is a mountainous inland region known for its historic cities like Kandy, tea plantations, and cultural significance as a heartland of Sinhalese heritage.
  • E. North Central Province, Sri Lanka
    North Central Province, Sri Lanka is a largely rural administrative region known for its Sinhalese majority population, ancient irrigation systems, and important archaeological sites such as Anuradhapura.
  • 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: Southern Province
Triple: [Kafue River, flowsThrough, Southern Province]
Generated description
Southern Province is a largely rural region in southern Zambia known for its agricultural activities, wildlife areas, and proximity to major natural features such as national parks and river systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Southern Province
Target entity description: Southern Province is a largely rural region in southern Zambia known for its agricultural activities, wildlife areas, and proximity to major natural features such as national parks and river systems.
  • A. Central Province
    Central Province is an administrative region of the Solomon Islands that encompasses parts of the country's central island groups, including the Florida Islands.
  • B. Central Province
    Central Province is a coastal region of Papua New Guinea surrounding the national capital district and encompassing diverse rural communities, mountains, and lowland plains.
  • C. Central Province
    Central Province is an inland region of Zambia known for its agricultural activities, wildlife areas, and key transport routes linking the country’s north and south.
  • D. Central Province of Sri Lanka
    The Central Province of Sri Lanka is a mountainous inland region known for its historic cities like Kandy, tea plantations, and cultural significance as a heartland of Sinhalese heritage.
  • E. North Central Province, Sri Lanka
    North Central Province, Sri Lanka is a largely rural administrative region known for its Sinhalese majority population, ancient irrigation systems, and important archaeological sites such as Anuradhapura.
  • 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_69ad858f74408190bcbd07f967cd7bd0 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaf6a46448190a7fa0ca83fa096f8 completed March 8, 2026, 5:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69b31a67d0a08190853699b0aa39b359 completed March 12, 2026, 7:56 p.m.
NEDg Description generation batch_69b31c33fc3c8190b5af3f38206736de completed March 12, 2026, 8:04 p.m.
NED2 Entity disambiguation (via description) batch_69b31c9f48788190bdf4b4ce47e1e5b5 completed March 12, 2026, 8:05 p.m.
Created at: March 8, 2026, 3:09 p.m.