Triple

T7952546
Position Surface form Disambiguated ID Type / Status
Subject Bemba people E184650 entity
Predicate primaryRegion P1103 FINISHED
Object Luapula Province
Luapula Province is a region in northern Zambia known for its significant Bemba population, abundant rivers and lakes, and rich fishing and agricultural activities.
 E708302 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: Luapula Province | Statement: [Bemba people, primaryRegion, Luapula Province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Luapula Province
Context triple: [Bemba people, primaryRegion, Luapula Province]
  • A. Namosi Province
    Namosi Province is a small, inland and mountainous province on Fiji’s main island of Viti Levu, known for its rugged terrain, rainforests, and traditional Fijian villages.
  • B. Serua Province
    Serua Province is an administrative region on the island of Viti Levu in Fiji, known for its coastal villages, traditional chiefly systems, and mix of rural landscapes.
  • C. Malanje Province
    Malanje Province is a central Angolan province known for its Kimbundu-speaking population, agricultural importance, and natural attractions such as the Kalandula Falls.
  • D. Loja Province
    Loja Province is a region in southern Ecuador known for its mountainous landscapes, cultural heritage, and the city of Loja, a historic center of music and the arts.
  • E. Makira-Ulawa Province
    Makira-Ulawa Province is an island province in the Solomon Islands, known for its rugged landscapes, rich biodiversity, and predominantly subsistence-based rural communities.
  • 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: Luapula Province
Triple: [Bemba people, primaryRegion, Luapula Province]
Generated description
Luapula Province is a region in northern Zambia known for its significant Bemba population, abundant rivers and lakes, and rich fishing and agricultural activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Luapula Province
Target entity description: Luapula Province is a region in northern Zambia known for its significant Bemba population, abundant rivers and lakes, and rich fishing and agricultural activities.
  • A. Namosi Province
    Namosi Province is a small, inland and mountainous province on Fiji’s main island of Viti Levu, known for its rugged terrain, rainforests, and traditional Fijian villages.
  • B. Serua Province
    Serua Province is an administrative region on the island of Viti Levu in Fiji, known for its coastal villages, traditional chiefly systems, and mix of rural landscapes.
  • C. Malanje Province
    Malanje Province is a central Angolan province known for its Kimbundu-speaking population, agricultural importance, and natural attractions such as the Kalandula Falls.
  • D. Loja Province
    Loja Province is a region in southern Ecuador known for its mountainous landscapes, cultural heritage, and the city of Loja, a historic center of music and the arts.
  • E. Makira-Ulawa Province
    Makira-Ulawa Province is an island province in the Solomon Islands, known for its rugged landscapes, rich biodiversity, and predominantly subsistence-based rural communities.
  • 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_69cc5657baf48190a84026dfb347a5ad completed March 31, 2026, 11:18 p.m.
NEDg Description generation batch_69cc58a76b90819092de63b3b23e70af completed March 31, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cfccc9c8190adcbaee96c17711e completed March 31, 2026, 11:47 p.m.
Created at: March 30, 2026, 5:10 p.m.