Triple

T11123736
Position Surface form Disambiguated ID Type / Status
Subject Lobatse E263081 entity
Predicate hasNotableOrganization P12483 FINISHED
Object Botswana Meat Commission
The Botswana Meat Commission is a state-owned enterprise that manages the slaughter, processing, and export of beef and related products, playing a central role in Botswana’s livestock and meat industry.
 E905691 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: Botswana Meat Commission | Statement: [Lobatse, hasNotableOrganization, Botswana Meat Commission]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Botswana Meat Commission
Context triple: [Lobatse, hasNotableOrganization, Botswana Meat Commission]
  • A. Emgesa
    Emgesa is an energy company that operates hydroelectric power facilities in Colombia.
  • B. Mizani
    Mizani is a professional haircare brand known for its salon-quality products formulated specifically for textured, curly, and coily hair.
  • C. Steenberg
    Steenberg is a suburb in Cape Town, South Africa, situated near the Pollsmoor maximum-security prison.
  • D. Bela-Bela
    Bela-Bela is a South African town in Limpopo Province known for its natural hot mineral springs and tourism-focused resorts.
  • E. Illovo
    Illovo is an affluent commercial and residential suburb in Johannesburg, South Africa, known for its corporate offices, upscale apartments, and proximity to major business and educational institutions.
  • 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: Botswana Meat Commission
Triple: [Lobatse, hasNotableOrganization, Botswana Meat Commission]
Generated description
The Botswana Meat Commission is a state-owned enterprise that manages the slaughter, processing, and export of beef and related products, playing a central role in Botswana’s livestock and meat industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Botswana Meat Commission
Target entity description: The Botswana Meat Commission is a state-owned enterprise that manages the slaughter, processing, and export of beef and related products, playing a central role in Botswana’s livestock and meat industry.
  • A. Emgesa
    Emgesa is an energy company that operates hydroelectric power facilities in Colombia.
  • B. Mizani
    Mizani is a professional haircare brand known for its salon-quality products formulated specifically for textured, curly, and coily hair.
  • C. Steenberg
    Steenberg is a suburb in Cape Town, South Africa, situated near the Pollsmoor maximum-security prison.
  • D. Bela-Bela
    Bela-Bela is a South African town in Limpopo Province known for its natural hot mineral springs and tourism-focused resorts.
  • E. Illovo
    Illovo is an affluent commercial and residential suburb in Johannesburg, South Africa, known for its corporate offices, upscale apartments, and proximity to major business and educational institutions.
  • 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_69d6aa9b46cc8190b19f9f0cc45bf322 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7e82e933481908550499cf9dd6531 completed April 9, 2026, 5:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69e42d8643748190a7801fc401dd2b5a completed April 19, 2026, 1:19 a.m.
NEDg Description generation batch_69e42f3eaa0c819095e5af20b910d979 completed April 19, 2026, 1:26 a.m.
NED2 Entity disambiguation (via description) batch_69e4377d20ac8190b0bb810d4159ac4d completed April 19, 2026, 2:01 a.m.
Created at: April 8, 2026, 9:28 p.m.