Triple

T4837026
Position Surface form Disambiguated ID Type / Status
Subject Mandla E108083 entity
Predicate governingBody P46 FINISHED
Object Mandla Municipal Council
Mandla Municipal Council is the local self-governing urban body responsible for administering and providing civic services in the town of Mandla, India.
 E475373 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: Mandla Municipal Council | Statement: [Mandla, governingBody, Mandla Municipal Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mandla Municipal Council
Context triple: [Mandla, governingBody, Mandla Municipal Council]
  • A. King Sabata Dalindyebo Local Municipality
    King Sabata Dalindyebo Local Municipality is a local government area in South Africa’s Eastern Cape province that includes towns such as Mthatha and the village of Qunu, known as the childhood home of Nelson Mandela.
  • B. Ditsobotla Local Municipality
    Ditsobotla Local Municipality is a local government area in South Africa’s North West province that administers the town of Lichtenburg and its surrounding communities.
  • C. Mogale City Local Municipality
    Mogale City Local Municipality is a local government area in South Africa’s Gauteng province that encompasses Krugersdorp and surrounding towns on the West Rand.
  • D. Sol Plaatje Local Municipality
    Sol Plaatje Local Municipality is a local government authority in South Africa’s Northern Cape that administers Kimberley and its surrounding areas.
  • E. Ray Nkonyeni Local Municipality
    Ray Nkonyeni Local Municipality is a local government area on the south coast of KwaZulu-Natal, South Africa, that administers Port Shepstone and surrounding towns.
  • 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: Mandla Municipal Council
Triple: [Mandla, governingBody, Mandla Municipal Council]
Generated description
Mandla Municipal Council is the local self-governing urban body responsible for administering and providing civic services in the town of Mandla, India.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mandla Municipal Council
Target entity description: Mandla Municipal Council is the local self-governing urban body responsible for administering and providing civic services in the town of Mandla, India.
  • A. King Sabata Dalindyebo Local Municipality
    King Sabata Dalindyebo Local Municipality is a local government area in South Africa’s Eastern Cape province that includes towns such as Mthatha and the village of Qunu, known as the childhood home of Nelson Mandela.
  • B. Ditsobotla Local Municipality
    Ditsobotla Local Municipality is a local government area in South Africa’s North West province that administers the town of Lichtenburg and its surrounding communities.
  • C. Mogale City Local Municipality
    Mogale City Local Municipality is a local government area in South Africa’s Gauteng province that encompasses Krugersdorp and surrounding towns on the West Rand.
  • D. Sol Plaatje Local Municipality
    Sol Plaatje Local Municipality is a local government authority in South Africa’s Northern Cape that administers Kimberley and its surrounding areas.
  • E. Ray Nkonyeni Local Municipality
    Ray Nkonyeni Local Municipality is a local government area on the south coast of KwaZulu-Natal, South Africa, that administers Port Shepstone and surrounding towns.
  • 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_69bd43fbe444819085cb970706ef73f7 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6ce193488190a618250a5681f3ff completed March 20, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69be5cc054ac819099d6d3dbf415e710 completed March 21, 2026, 8:54 a.m.
NEDg Description generation batch_69be60d4fa0c8190b6d197eb3dbafff7 completed March 21, 2026, 9:11 a.m.
NED2 Entity disambiguation (via description) batch_69be61789d388190bc23d7f44cee2e5d completed March 21, 2026, 9:14 a.m.
Created at: March 20, 2026, 1:25 p.m.