Triple

T8587103
Position Surface form Disambiguated ID Type / Status
Subject Umkhonto surface-to-air missiles E203333 entity
Predicate familyIncludes P3600 FINISHED
Object Umkhonto-IR
Umkhonto-IR is an infrared-guided variant of the South African Umkhonto short-range surface-to-air missile system, designed for point and close-in air defense against aircraft and missiles.
E746155 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: Umkhonto-IR | Statement: [Umkhonto surface-to-air missiles, familyIncludes, Umkhonto-IR]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Umkhonto-IR
Context triple: [Umkhonto surface-to-air missiles, familyIncludes, Umkhonto-IR]
  • A. Umkhonto we Sizwe
    Umkhonto we Sizwe was the armed wing of the African National Congress that led sabotage and guerrilla campaigns against South Africa’s apartheid regime.
  • B. Impuzamugambi militia
    The Impuzamugambi militia was an extremist Hutu paramilitary group in Rwanda that played a central role in organizing and carrying out mass killings of Tutsi and moderate Hutu during the 1994 genocide.
  • C. South African Army
    The South African Army is the land warfare branch of South Africa’s military, known for its role in regional African conflicts and peacekeeping operations.
  • D. South African Special Forces Brigade
    The South African Special Forces Brigade is an elite special operations formation of the South African National Defence Force, specializing in high-risk missions such as reconnaissance, counter-terrorism, and unconventional warfare.
  • E. 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.
  • 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: Umkhonto-IR
Triple: [Umkhonto surface-to-air missiles, familyIncludes, Umkhonto-IR]
Generated description
Umkhonto-IR is an infrared-guided variant of the South African Umkhonto short-range surface-to-air missile system, designed for point and close-in air defense against aircraft and missiles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Umkhonto-IR
Target entity description: Umkhonto-IR is an infrared-guided variant of the South African Umkhonto short-range surface-to-air missile system, designed for point and close-in air defense against aircraft and missiles.
  • A. Umkhonto we Sizwe
    Umkhonto we Sizwe was the armed wing of the African National Congress that led sabotage and guerrilla campaigns against South Africa’s apartheid regime.
  • B. Impuzamugambi militia
    The Impuzamugambi militia was an extremist Hutu paramilitary group in Rwanda that played a central role in organizing and carrying out mass killings of Tutsi and moderate Hutu during the 1994 genocide.
  • C. South African Army
    The South African Army is the land warfare branch of South Africa’s military, known for its role in regional African conflicts and peacekeeping operations.
  • D. South African Special Forces Brigade
    The South African Special Forces Brigade is an elite special operations formation of the South African National Defence Force, specializing in high-risk missions such as reconnaissance, counter-terrorism, and unconventional warfare.
  • E. 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.
  • 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_69ca8329bb7c8190a63c643730839103 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc457dc76481908ec5ee31ad72e887 completed March 31, 2026, 10:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69cea8a51db0819097ec0f70bee31539 completed April 2, 2026, 5:34 p.m.
NEDg Description generation batch_69cea996a5c48190a12ffe8e282d2d9c completed April 2, 2026, 5:38 p.m.
NED2 Entity disambiguation (via description) batch_69ceadb2d52c8190aada1d797753663e completed April 2, 2026, 5:56 p.m.
Created at: March 30, 2026, 6:23 p.m.