Triple

T11258741
Position Surface form Disambiguated ID Type / Status
Subject Dr Kenneth Kaunda District E266506 entity
Predicate formerName P65 FINISHED
Object Southern District Municipality
Southern District Municipality was the former name of the Dr Kenneth Kaunda District, a local government area in South Africa’s North West province.
 E914700 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 District Municipality | Statement: [Dr Kenneth Kaunda District, formerName, Southern District Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Southern District Municipality
Context triple: [Dr Kenneth Kaunda District, formerName, Southern District Municipality]
  • A. Mason District
    Mason District is a magisterial district in Fairfax County, Virginia, encompassing several communities in the inner Washington, D.C. suburbs.
  • B. Northern District
    The Northern District is one of Israel’s six administrative districts, encompassing much of the country’s northern region including the Galilee and parts of the Jezreel Valley.
  • C. Braintree District
    Braintree District is a local government district in Essex, England, encompassing the town of Braintree and surrounding rural and urban areas.
  • D. Mustang District
    Mustang District is a remote, mountainous district in north-central Nepal known for its arid trans-Himalayan landscapes, Tibetan-influenced culture, and historic walled city of Lo Manthang.
  • E. Union District
    Union District was a historical judicial and administrative district in South Carolina that existed in the late 18th and early 19th centuries before the state reorganized its counties.
  • 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 District Municipality
Triple: [Dr Kenneth Kaunda District, formerName, Southern District Municipality]
Generated description
Southern District Municipality was the former name of the Dr Kenneth Kaunda District, a local government area in South Africa’s North West province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Southern District Municipality
Target entity description: Southern District Municipality was the former name of the Dr Kenneth Kaunda District, a local government area in South Africa’s North West province.
  • A. Mason District
    Mason District is a magisterial district in Fairfax County, Virginia, encompassing several communities in the inner Washington, D.C. suburbs.
  • B. Northern District
    The Northern District is one of Israel’s six administrative districts, encompassing much of the country’s northern region including the Galilee and parts of the Jezreel Valley.
  • C. Braintree District
    Braintree District is a local government district in Essex, England, encompassing the town of Braintree and surrounding rural and urban areas.
  • D. Mustang District
    Mustang District is a remote, mountainous district in north-central Nepal known for its arid trans-Himalayan landscapes, Tibetan-influenced culture, and historic walled city of Lo Manthang.
  • E. Union District
    Union District was a historical judicial and administrative district in South Carolina that existed in the late 18th and early 19th centuries before the state reorganized its counties.
  • 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_69d6aac7953c8190b82caf9d7640fdf9 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e936cb048190b4d6fb2851ef8932 completed April 9, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4ccada158819080e49833e09f84a0 completed April 19, 2026, 12:38 p.m.
NEDg Description generation batch_69e4d9ec9964819084bd7118e49c41a2 completed April 19, 2026, 1:34 p.m.
NED2 Entity disambiguation (via description) batch_69e4ddab4ef48190ab7f371da765c6c0 completed April 19, 2026, 1:50 p.m.
Created at: April 8, 2026, 9:31 p.m.