Triple

T11258776
Position Surface form Disambiguated ID Type / Status
Subject Dr Ruth Segomotsi Mompati District E266507 entity
Predicate contains P35 FINISHED
Object Mamusa Local Municipality
Mamusa Local Municipality is a local government area in South Africa’s North West province, responsible for providing municipal services and governance to the communities within its jurisdiction.
 E935662 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: Mamusa Local Municipality | Statement: [Dr Ruth Segomotsi Mompati District, contains, Mamusa Local Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mamusa Local Municipality
Context triple: [Dr Ruth Segomotsi Mompati District, contains, Mamusa Local Municipality]
  • A. Metsimaholo Local Municipality
    Metsimaholo Local Municipality is a local government area in South Africa’s Free State province that includes the industrial and urban centers around Sasolburg within the Vaal Triangle region.
  • B. Molemole Local Municipality
    Molemole Local Municipality is a local government area in the Capricorn District of Limpopo Province, South Africa, responsible for providing municipal services and local administration to its communities.
  • C. Moses Kotane Local Municipality
    Moses Kotane Local Municipality is a local government area in South Africa’s North West Province, named in honor of anti-apartheid activist and communist leader Moses Kotane.
  • D. Makhado Local Municipality
    Makhado Local Municipality is a local government area in the Vhembe District of Limpopo Province, South Africa, centered around the town of Louis Trichardt and known for its predominantly rural communities and agricultural economy.
  • E. Msukaligwa Local Municipality
    Msukaligwa Local Municipality is a local government area in Mpumalanga Province, South Africa, that administers Ermelo and its surrounding towns and 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: Mamusa Local Municipality
Triple: [Dr Ruth Segomotsi Mompati District, contains, Mamusa Local Municipality]
Generated description
Mamusa Local Municipality is a local government area in South Africa’s North West province, responsible for providing municipal services and governance to the communities within its jurisdiction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mamusa Local Municipality
Target entity description: Mamusa Local Municipality is a local government area in South Africa’s North West province, responsible for providing municipal services and governance to the communities within its jurisdiction.
  • A. Metsimaholo Local Municipality
    Metsimaholo Local Municipality is a local government area in South Africa’s Free State province that includes the industrial and urban centers around Sasolburg within the Vaal Triangle region.
  • B. Molemole Local Municipality
    Molemole Local Municipality is a local government area in the Capricorn District of Limpopo Province, South Africa, responsible for providing municipal services and local administration to its communities.
  • C. Moses Kotane Local Municipality
    Moses Kotane Local Municipality is a local government area in South Africa’s North West Province, named in honor of anti-apartheid activist and communist leader Moses Kotane.
  • D. Makhado Local Municipality
    Makhado Local Municipality is a local government area in the Vhembe District of Limpopo Province, South Africa, centered around the town of Louis Trichardt and known for its predominantly rural communities and agricultural economy.
  • E. Msukaligwa Local Municipality
    Msukaligwa Local Municipality is a local government area in Mpumalanga Province, South Africa, that administers Ermelo and its surrounding towns and 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_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_69e8a6df121c8190a8522ce0e366013c completed April 22, 2026, 10:45 a.m.
NEDg Description generation batch_69e8aa378edc8190807451b1855a4502 completed April 22, 2026, 11 a.m.
NED2 Entity disambiguation (via description) batch_69e8b05117988190aa029efa250053db completed April 22, 2026, 11:26 a.m.
Created at: April 8, 2026, 9:31 p.m.