Triple

T17718718
Position Surface form Disambiguated ID Type / Status
Subject Hhohho Region E442273 entity
Predicate hasBorderWith P224 FINISHED
Object Shiselweni Region
Shiselweni Region is one of Eswatini’s four administrative regions, located in the southern part of the country and known for its rural landscapes and traditional communities.
 E1297769 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: Shiselweni Region | Statement: [Hhohho Region, hasBorderWith, Shiselweni Region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shiselweni Region
Context triple: [Hhohho Region, hasBorderWith, Shiselweni Region]
  • A. 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.
  • B. Lindi Region
    Lindi Region is a coastal administrative region in southern Tanzania known for its historical Swahili settlements and Indian Ocean shoreline.
  • C. Kunene Region
    Kunene Region is a sparsely populated, northwestern region of Namibia known for its rugged landscapes, desert-adapted wildlife, and remote Atlantic coastline.
  • D. Ruvuma Region
    Ruvuma Region is a largely rural administrative area in southern Tanzania known for its wildlife, forests, and proximity to major conservation areas.
  • E. Otjozondjupa Region
    Otjozondjupa Region is an administrative region in central Namibia known for its agricultural activities, wildlife areas, and role as a key transport corridor.
  • 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: Shiselweni Region
Triple: [Hhohho Region, hasBorderWith, Shiselweni Region]
Generated description
Shiselweni Region is one of Eswatini’s four administrative regions, located in the southern part of the country and known for its rural landscapes and traditional communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shiselweni Region
Target entity description: Shiselweni Region is one of Eswatini’s four administrative regions, located in the southern part of the country and known for its rural landscapes and traditional communities.
  • A. 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.
  • B. Lindi Region
    Lindi Region is a coastal administrative region in southern Tanzania known for its historical Swahili settlements and Indian Ocean shoreline.
  • C. Kunene Region
    Kunene Region is a sparsely populated, northwestern region of Namibia known for its rugged landscapes, desert-adapted wildlife, and remote Atlantic coastline.
  • D. Ruvuma Region
    Ruvuma Region is a largely rural administrative area in southern Tanzania known for its wildlife, forests, and proximity to major conservation areas.
  • E. Otjozondjupa Region
    Otjozondjupa Region is an administrative region in central Namibia known for its agricultural activities, wildlife areas, and role as a key transport corridor.
  • 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_69d8b9ec79688190b86bdcef85a7b3aa completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e474834aec81909ab7e8224c5a39d7 completed April 19, 2026, 6:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0328ff60388190af4f7fe30a4c1d7c completed May 12, 2026, 1:19 p.m.
NEDg Description generation batch_6a032b79b55c81909ad92206c44402f5 completed May 12, 2026, 1:30 p.m.
NED2 Entity disambiguation (via description) batch_6a032c1200808190982b03ba82dda8cb completed May 12, 2026, 1:33 p.m.
Created at: April 10, 2026, 10:06 a.m.