Triple

T8089135
Position Surface form Disambiguated ID Type / Status
Subject Mambwe people E188809 entity
Predicate historicalRegion P915 FINISHED
Object Mambwe Plateau
The Mambwe Plateau is a highland region in northeastern Zambia known as the traditional homeland of the Mambwe people.
E711321 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: Mambwe Plateau | Statement: [Mambwe people, historicalRegion, Mambwe Plateau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mambwe Plateau
Context triple: [Mambwe people, historicalRegion, Mambwe Plateau]
  • A. Lichenya Plateau
    Lichenya Plateau is a high, expansive upland area on Malawi’s Mount Mulanje, known for its scenic grasslands, forests, and hiking routes.
  • B. Nkambe Plateau
    Nkambe Plateau is a highland area in northwestern Cameroon known for its elevated terrain, cooler climate, and predominantly rural, agricultural communities.
  • C. Mozambique highlands
    The Mozambique Highlands are an elevated region in Mozambique characterized by rugged terrain, cooler climate, and significant biodiversity, forming part of the broader Eastern Highlands of southeastern Africa.
  • D. Kigezi Highlands
    The Kigezi Highlands are a mountainous region in southwestern Uganda known for their steep terraced hills, cool climate, and rich biodiversity, including habitats for endangered mountain gorillas.
  • E. Zimbabwe Plateau
    The Zimbabwe Plateau is a highland region in central Zimbabwe characterized by its elevated savanna landscape and historical significance as the heartland of the ancient Shona civilizations.
  • 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: Mambwe Plateau
Triple: [Mambwe people, historicalRegion, Mambwe Plateau]
Generated description
The Mambwe Plateau is a highland region in northeastern Zambia known as the traditional homeland of the Mambwe people.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mambwe Plateau
Target entity description: The Mambwe Plateau is a highland region in northeastern Zambia known as the traditional homeland of the Mambwe people.
  • A. Lichenya Plateau
    Lichenya Plateau is a high, expansive upland area on Malawi’s Mount Mulanje, known for its scenic grasslands, forests, and hiking routes.
  • B. Nkambe Plateau
    Nkambe Plateau is a highland area in northwestern Cameroon known for its elevated terrain, cooler climate, and predominantly rural, agricultural communities.
  • C. Mozambique highlands
    The Mozambique Highlands are an elevated region in Mozambique characterized by rugged terrain, cooler climate, and significant biodiversity, forming part of the broader Eastern Highlands of southeastern Africa.
  • D. Kigezi Highlands
    The Kigezi Highlands are a mountainous region in southwestern Uganda known for their steep terraced hills, cool climate, and rich biodiversity, including habitats for endangered mountain gorillas.
  • E. Zimbabwe Plateau
    The Zimbabwe Plateau is a highland region in central Zimbabwe characterized by its elevated savanna landscape and historical significance as the heartland of the ancient Shona civilizations.
  • 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_69ca82b7b3e88190b9041ab0ef28b3cb completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb421c717c819089dd88c30a6401aa completed March 31, 2026, 3:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc640a42648190bc1a3072eb338e22 completed April 1, 2026, 12:17 a.m.
NEDg Description generation batch_69cc68d9032c8190af6c5ff64fe46aff completed April 1, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_69cc69f6bb308190a95df95d1a67cfec completed April 1, 2026, 12:42 a.m.
Created at: March 30, 2026, 5:29 p.m.