Triple

T7952547
Position Surface form Disambiguated ID Type / Status
Subject Bemba people E184650 entity
Predicate primaryRegion P1103 FINISHED
Object Northern Province
Northern Province is a largely rural region in northern Zambia known for its significant Bemba population, extensive forests, and numerous lakes and waterfalls.
 E705093 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: Northern Province | Statement: [Bemba people, primaryRegion, Northern Province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Northern Province
Context triple: [Bemba people, primaryRegion, Northern Province]
  • A. 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.
  • B. Southern Province
    Southern Province is a coastal administrative region in southern Sri Lanka known for its historic cities, beaches, and agricultural hinterland.
  • 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
    Central Province is a coastal region of Papua New Guinea surrounding the national capital district and encompassing diverse rural communities, mountains, and lowland plains.
  • E. Central Province
    Central Province is a mountainous region in central Sri Lanka known for its historic cities, tea plantations, and the cultural capital Kandy.
  • 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: Northern Province
Triple: [Bemba people, primaryRegion, Northern Province]
Generated description
Northern Province is a largely rural region in northern Zambia known for its significant Bemba population, extensive forests, and numerous lakes and waterfalls.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Northern Province
Target entity description: Northern Province is a largely rural region in northern Zambia known for its significant Bemba population, extensive forests, and numerous lakes and waterfalls.
  • A. 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.
  • B. Southern Province
    Southern Province is a coastal administrative region in southern Sri Lanka known for its historic cities, beaches, and agricultural hinterland.
  • 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
    Central Province is a coastal region of Papua New Guinea surrounding the national capital district and encompassing diverse rural communities, mountains, and lowland plains.
  • E. Central Province
    Central Province is a mountainous region in central Sri Lanka known for its historic cities, tea plantations, and the cultural capital Kandy.
  • 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_69ca8292cba881908a64427b938dac47 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b5c95908190b6ee900d2b324574 completed March 31, 2026, 3:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe0530b8881908e35b10917e69899 completed March 31, 2026, 2:55 p.m.
NEDg Description generation batch_69cc46bfad4081908de1667b8a10ed0a completed March 31, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69cc47e7167881908dce54e8b4615900 completed March 31, 2026, 10:17 p.m.
Created at: March 30, 2026, 5:10 p.m.