Triple

T10787192
Position Surface form Disambiguated ID Type / Status
Subject Southern Province, Zambia E254479 entity
Predicate containsDistrict P22582 FINISHED
Object Kalomo District
Kalomo District is an administrative district in southern Zambia known for its agricultural activities and proximity to national parks such as Kafue.
 E890809 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: Kalomo District | Statement: [Southern Province, Zambia, containsDistrict, Kalomo District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kalomo District
Context triple: [Southern Province, Zambia, containsDistrict, Kalomo District]
  • A. Butambala District
    Butambala District is a rural administrative district in central Uganda known for its predominantly agricultural economy and small trading centers.
  • B. Buchosa District
    Buchosa District is an administrative district located within Tanzania's Mwanza Region, along the southern shores of Lake Victoria.
  • C. Washuk District
    Washuk District is an administrative district in Pakistan’s Balochistan province, known for its sparsely populated desert terrain and strategic location near the country’s western borders.
  • D. Yakimanka District
    Yakimanka District is a central Moscow neighborhood known for its historic streets, cultural institutions, and proximity to the Moscow River and the Kremlin.
  • E. Loralai District
    Loralai District is an administrative district in northeastern Balochistan, Pakistan, known for its predominantly Pashtun population and mountainous terrain.
  • 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: Kalomo District
Triple: [Southern Province, Zambia, containsDistrict, Kalomo District]
Generated description
Kalomo District is an administrative district in southern Zambia known for its agricultural activities and proximity to national parks such as Kafue.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kalomo District
Target entity description: Kalomo District is an administrative district in southern Zambia known for its agricultural activities and proximity to national parks such as Kafue.
  • A. Butambala District
    Butambala District is a rural administrative district in central Uganda known for its predominantly agricultural economy and small trading centers.
  • B. Buchosa District
    Buchosa District is an administrative district located within Tanzania's Mwanza Region, along the southern shores of Lake Victoria.
  • C. Washuk District
    Washuk District is an administrative district in Pakistan’s Balochistan province, known for its sparsely populated desert terrain and strategic location near the country’s western borders.
  • D. Yakimanka District
    Yakimanka District is a central Moscow neighborhood known for its historic streets, cultural institutions, and proximity to the Moscow River and the Kremlin.
  • E. Loralai District
    Loralai District is an administrative district in northeastern Balochistan, Pakistan, known for its predominantly Pashtun population and mountainous terrain.
  • 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_69d6aa609f008190a294200aefcb7bd5 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d732d5422481908d7ab833c6cbc879 completed April 9, 2026, 5:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69dff7b050ec8190b75877d5724c2aec completed April 15, 2026, 8:40 p.m.
NEDg Description generation batch_69e0026e7900819087327db5f625169c completed April 15, 2026, 9:26 p.m.
NED2 Entity disambiguation (via description) batch_69e0057a7704819096becb74dc261883 completed April 15, 2026, 9:39 p.m.
Created at: April 8, 2026, 9:17 p.m.