Triple

T14669565
Position Surface form Disambiguated ID Type / Status
Subject Chavuma E344472 entity
Predicate partOf P40 FINISHED
Object Chavuma District
Chavuma District is an administrative district in Zambia’s North-Western Province, known for its rural communities and location near the Angolan border along the Zambezi River.
E1161205 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: Chavuma District | Statement: [Chavuma, partOf, Chavuma District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chavuma District
Context triple: [Chavuma, partOf, Chavuma District]
  • A. Mporokoso District
    Mporokoso District is an administrative district in northern Zambia known for its rural communities, waterfalls, and cultural diversity.
  • B. Nyamagana District
    Nyamagana District is an urban administrative district that includes much of the city of Mwanza, a major commercial and port center on the southern shores of Lake Victoria in northern Tanzania.
  • C. Mpanda District
    Mpanda District is an administrative district in western Tanzania known for its proximity to Katavi National Park and its largely rural, sparsely populated landscape.
  • D. Binga District
    Binga District is an administrative district in Zimbabwe’s Matabeleland North Province, known for its location along Lake Kariba and its predominantly Tonga population.
  • E. Chiguata District
    Chiguata District is an administrative district in southern Peru’s Arequipa region, known for encompassing part of the volcanic area around the Misti volcano.
  • 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: Chavuma District
Triple: [Chavuma, partOf, Chavuma District]
Generated description
Chavuma District is an administrative district in Zambia’s North-Western Province, known for its rural communities and location near the Angolan border along the Zambezi River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chavuma District
Target entity description: Chavuma District is an administrative district in Zambia’s North-Western Province, known for its rural communities and location near the Angolan border along the Zambezi River.
  • A. Mporokoso District
    Mporokoso District is an administrative district in northern Zambia known for its rural communities, waterfalls, and cultural diversity.
  • B. Nyamagana District
    Nyamagana District is an urban administrative district that includes much of the city of Mwanza, a major commercial and port center on the southern shores of Lake Victoria in northern Tanzania.
  • C. Mpanda District
    Mpanda District is an administrative district in western Tanzania known for its proximity to Katavi National Park and its largely rural, sparsely populated landscape.
  • D. Binga District
    Binga District is an administrative district in Zimbabwe’s Matabeleland North Province, known for its location along Lake Kariba and its predominantly Tonga population.
  • E. Chiguata District
    Chiguata District is an administrative district in southern Peru’s Arequipa region, known for encompassing part of the volcanic area around the Misti volcano.
  • 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_69d822e283fc8190a0e4c235cf880052 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb54ef2908190b189ced65eec434a completed April 14, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff36455f788190a63507ecda42b04c completed May 9, 2026, 1:27 p.m.
NEDg Description generation batch_69ff3702c1848190b4ae5f80f58af4c0 completed May 9, 2026, 1:30 p.m.
NED2 Entity disambiguation (via description) batch_69ff37c1b1e081909662b37eb5a2da1a completed May 9, 2026, 1:33 p.m.
Created at: April 10, 2026, 1:27 a.m.