Triple

T11785629
Position Surface form Disambiguated ID Type / Status
Subject South Africa–Namibia border E280261 entity
Predicate borderSecurityAgencyNamibia P92823 FINISHED
Object Namibian Defence Force
The Namibian Defence Force is the national military organization of Namibia, responsible for defending the country’s sovereignty, territorial integrity, and national interests.
E947125 NE FINISHED

How this triple was built (5 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: Namibian Defence Force | Statement: [South Africa–Namibia border, borderSecurityAgencyNamibia, Namibian Defence Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Namibian Defence Force
Context triple: [South Africa–Namibia border, borderSecurityAgencyNamibia, Namibian Defence Force]
  • A. People's Liberation Army of Namibia
    The People's Liberation Army of Namibia was the armed wing of the South West Africa People's Organization (SWAPO) that led the guerrilla struggle for Namibian independence from South African rule.
  • B. Angolan Armed Forces
    The Angolan Armed Forces are the unified military organization of Angola, responsible for the country's defense and security on land, at sea, and in the air.
  • C. Armed Forces of South Africa
    The Armed Forces of South Africa are the unified military forces of the Republic of South Africa, responsible for the country’s defense, peacekeeping operations, and regional security engagements.
  • D. Zimbabwe National Army
    The Zimbabwe National Army is the land warfare branch and primary ground combat force of Zimbabwe’s military.
  • E. Zimbabwe Defence Forces
    The Zimbabwe Defence Forces are the unified military organization of Zimbabwe, comprising the national army and air force responsible for the country’s defense and security.
  • 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: Namibian Defence Force
Triple: [South Africa–Namibia border, borderSecurityAgencyNamibia, Namibian Defence Force]
Generated description
The Namibian Defence Force is the national military organization of Namibia, responsible for defending the country’s sovereignty, territorial integrity, and national interests.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Namibian Defence Force
Target entity description: The Namibian Defence Force is the national military organization of Namibia, responsible for defending the country’s sovereignty, territorial integrity, and national interests.
  • A. People's Liberation Army of Namibia
    The People's Liberation Army of Namibia was the armed wing of the South West Africa People's Organization (SWAPO) that led the guerrilla struggle for Namibian independence from South African rule.
  • B. Angolan Armed Forces
    The Angolan Armed Forces are the unified military organization of Angola, responsible for the country's defense and security on land, at sea, and in the air.
  • C. Armed Forces of South Africa
    The Armed Forces of South Africa are the unified military forces of the Republic of South Africa, responsible for the country’s defense, peacekeeping operations, and regional security engagements.
  • D. Zimbabwe National Army
    The Zimbabwe National Army is the land warfare branch and primary ground combat force of Zimbabwe’s military.
  • E. Zimbabwe Defence Forces
    The Zimbabwe Defence Forces are the unified military organization of Zimbabwe, comprising the national army and air force responsible for the country’s defense and security.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: borderSecurityAgencyNamibia
Context triple: [South Africa–Namibia border, borderSecurityAgencyNamibia, Namibian Defence Force]
  • A. borderTypeToNiger
    Indicates the type or nature of the border that an entity shares with Niger.
  • B. borderRegime
    Indicates the type, rules, or control system governing how movement or interaction is managed across a border between entities.
  • C. governingCountryBorderAgency chosen
    Indicates that a country has authority over and is responsible for the operations of a specific border control or border management agency.
  • D. numberOfBorderGuards
    Indicates the quantity of border guards associated with a given location, event, or entity.
  • E. borderStation
    Indicates a facility or checkpoint located at or near a border where cross-boundary movement, control, or processing of people or goods occurs.
  • F. None of above.

Provenance (6 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_69d6ab258b808190b1735835c841e3a4 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a585795c8190aa8a5edf0d99b47f completed April 10, 2026, 7:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69f130e5a21881909b59e39cd96ec676 completed April 28, 2026, 10:12 p.m.
NEDg Description generation batch_69f141b1c50c819081a8055d951a49de completed April 28, 2026, 11:24 p.m.
NED2 Entity disambiguation (via description) batch_69f14fcb63208190ad1185ad66314fa9 completed April 29, 2026, 12:24 a.m.
PD Predicate disambiguation batch_69d8a2491f048190853239bc05090bf4 completed April 10, 2026, 7:10 a.m.
Created at: April 8, 2026, 9:42 p.m.