Triple

T6974010
Position Surface form Disambiguated ID Type / Status
Subject Kwaluseni Campus E161669 entity
Predicate region P40 FINISHED
Object Manzini Region
Manzini Region is one of Eswatini’s four administrative regions, centrally located and home to the country’s largest urban and commercial center, Manzini city.
E649375 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: Manzini Region | Statement: [Kwaluseni Campus, region, Manzini Region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Manzini Region
Context triple: [Kwaluseni Campus, region, Manzini Region]
  • A. Ruvuma Region
    Ruvuma Region is a largely rural administrative area in southern Tanzania known for its wildlife, forests, and proximity to major conservation areas.
  • B. Nkomazi region
    The Nkomazi region is a largely rural area in eastern South Africa known for its agriculture, scenic landscapes, and proximity to the borders with Mozambique and Eswatini.
  • C. Vhembe region
    The Vhembe region is a predominantly rural area in the northernmost part of South Africa’s Limpopo Province, known for its rich Venda cultural heritage, agricultural activities, and proximity to borders with Zimbabwe and Mozambique.
  • D. Lindi Region
    Lindi Region is a coastal administrative region in southern Tanzania known for its historical Swahili settlements and Indian Ocean shoreline.
  • E. Kunene Region
    Kunene Region is a sparsely populated, northwestern region of Namibia known for its rugged landscapes, desert-adapted wildlife, and remote Atlantic coastline.
  • 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: Manzini Region
Triple: [Kwaluseni Campus, region, Manzini Region]
Generated description
Manzini Region is one of Eswatini’s four administrative regions, centrally located and home to the country’s largest urban and commercial center, Manzini city.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Manzini Region
Target entity description: Manzini Region is one of Eswatini’s four administrative regions, centrally located and home to the country’s largest urban and commercial center, Manzini city.
  • A. Ruvuma Region
    Ruvuma Region is a largely rural administrative area in southern Tanzania known for its wildlife, forests, and proximity to major conservation areas.
  • B. Nkomazi region
    The Nkomazi region is a largely rural area in eastern South Africa known for its agriculture, scenic landscapes, and proximity to the borders with Mozambique and Eswatini.
  • C. Vhembe region
    The Vhembe region is a predominantly rural area in the northernmost part of South Africa’s Limpopo Province, known for its rich Venda cultural heritage, agricultural activities, and proximity to borders with Zimbabwe and Mozambique.
  • D. Lindi Region
    Lindi Region is a coastal administrative region in southern Tanzania known for its historical Swahili settlements and Indian Ocean shoreline.
  • E. Kunene Region
    Kunene Region is a sparsely populated, northwestern region of Namibia known for its rugged landscapes, desert-adapted wildlife, and remote Atlantic coastline.
  • 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_69c68854a0d88190bc0bf82263f1afce completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6db3bda908190a10a91dc8d043ef1 completed March 27, 2026, 7:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7bf709c4c819090c35eb41f46f5d2 completed March 28, 2026, 11:45 a.m.
NEDg Description generation batch_69c7c08e0db88190ac0142980288cd72 completed March 28, 2026, 11:50 a.m.
NED2 Entity disambiguation (via description) batch_69c7c1576818819087ad2d847f140433 completed March 28, 2026, 11:53 a.m.
Created at: March 27, 2026, 2:30 p.m.