Triple

T15716782
Position Surface form Disambiguated ID Type / Status
Subject Maseru District E380981 entity
Predicate borders P224 FINISHED
Object Mohale’s Hoek District
Mohale’s Hoek District is one of Lesotho’s administrative districts, located in the country’s southwest and known for its rural highland landscapes and agricultural communities.
E1172744 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: Mohale’s Hoek District | Statement: [Maseru District, borders, Mohale’s Hoek District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mohale’s Hoek District
Context triple: [Maseru District, borders, Mohale’s Hoek District]
  • A. Namakwa District
    Namakwa District is a sparsely populated administrative district in the Northern Cape province of South Africa, known for its dramatic semi-desert landscapes and spectacular spring wildflower displays.
  • B. Samtse District
    Samtse District is an administrative district in southwestern Bhutan known for its subtropical climate, agricultural production, and location along the border with India.
  • C. Kgatleng District
    Kgatleng District is an administrative region in southeastern Botswana known for its rural villages and proximity to the capital, Gaborone.
  • D. Kweneng District
    Kweneng District is a large administrative district in central Botswana that includes both rural communities and the rapidly growing town of Molepolole.
  • E. Amajuba region
    The Amajuba region is an administrative and historical area in northern KwaZulu-Natal, South Africa, known for its coal mining, industrial centers, and significant Anglo-Boer War battle sites.
  • 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: Mohale’s Hoek District
Triple: [Maseru District, borders, Mohale’s Hoek District]
Generated description
Mohale’s Hoek District is one of Lesotho’s administrative districts, located in the country’s southwest and known for its rural highland landscapes and agricultural communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mohale’s Hoek District
Target entity description: Mohale’s Hoek District is one of Lesotho’s administrative districts, located in the country’s southwest and known for its rural highland landscapes and agricultural communities.
  • A. Namakwa District
    Namakwa District is a sparsely populated administrative district in the Northern Cape province of South Africa, known for its dramatic semi-desert landscapes and spectacular spring wildflower displays.
  • B. Samtse District
    Samtse District is an administrative district in southwestern Bhutan known for its subtropical climate, agricultural production, and location along the border with India.
  • C. Kgatleng District
    Kgatleng District is an administrative region in southeastern Botswana known for its rural villages and proximity to the capital, Gaborone.
  • D. Kweneng District
    Kweneng District is a large administrative district in central Botswana that includes both rural communities and the rapidly growing town of Molepolole.
  • E. Amajuba region
    The Amajuba region is an administrative and historical area in northern KwaZulu-Natal, South Africa, known for its coal mining, industrial centers, and significant Anglo-Boer War battle sites.
  • 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_69d86d9bf930819082b30cf6d169297c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04f91beb08190bd91bf9306737c3b completed April 16, 2026, 2:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff7583609c8190a80421fce649900f completed May 9, 2026, 5:57 p.m.
NEDg Description generation batch_69ff76deb1948190bc49825719ac97d5 completed May 9, 2026, 6:03 p.m.
NED2 Entity disambiguation (via description) batch_69ff77642ba4819095c1acc65da06135 completed May 9, 2026, 6:05 p.m.
Created at: April 10, 2026, 4:45 a.m.