Triple

T20343036
Position Surface form Disambiguated ID Type / Status
Subject Allied Democratic Forces E495787 entity
Predicate primaryTargets P815 FINISHED
Object Ugandan security forces
Ugandan security forces are the state’s military, police, and intelligence agencies responsible for maintaining internal security and combating insurgent and terrorist groups within Uganda.
E1424925 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: Ugandan security forces | Statement: [Allied Democratic Forces, primaryTargets, Ugandan security forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ugandan security forces
Context triple: [Allied Democratic Forces, primaryTargets, Ugandan security forces]
  • A. Uganda Peoples' Defence Forces
    The Uganda Peoples' Defence Forces is the national military of Uganda, responsible for the country’s defense, security operations, and participation in regional peacekeeping missions.
  • B. Uganda Police Force
    The Uganda Police Force is the national law enforcement body responsible for maintaining public order, preventing and investigating crime, and enforcing laws throughout Uganda.
  • C. Uganda Rifles
    Uganda Rifles was a colonial-era military unit in the British protectorate of Uganda that was later amalgamated into the larger King's African Rifles regiment.
  • D. Special Forces Command of Uganda
    The Special Forces Command of Uganda is an elite military unit responsible for protecting the president and key national installations, and for conducting specialized security and combat operations within the Uganda Peoples' Defence Forces.
  • E. Uganda Peoples Defence Force Air Wing
    The Uganda Peoples Defence Force Air Wing is the air force branch of Uganda’s military, responsible for aerial defense, transport, and support operations.
  • 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: Ugandan security forces
Triple: [Allied Democratic Forces, primaryTargets, Ugandan security forces]
Generated description
Ugandan security forces are the state’s military, police, and intelligence agencies responsible for maintaining internal security and combating insurgent and terrorist groups within Uganda.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ugandan security forces
Target entity description: Ugandan security forces are the state’s military, police, and intelligence agencies responsible for maintaining internal security and combating insurgent and terrorist groups within Uganda.
  • A. Uganda Peoples' Defence Forces
    The Uganda Peoples' Defence Forces is the national military of Uganda, responsible for the country’s defense, security operations, and participation in regional peacekeeping missions.
  • B. Uganda Police Force
    The Uganda Police Force is the national law enforcement body responsible for maintaining public order, preventing and investigating crime, and enforcing laws throughout Uganda.
  • C. Uganda Rifles
    Uganda Rifles was a colonial-era military unit in the British protectorate of Uganda that was later amalgamated into the larger King's African Rifles regiment.
  • D. Special Forces Command of Uganda
    The Special Forces Command of Uganda is an elite military unit responsible for protecting the president and key national installations, and for conducting specialized security and combat operations within the Uganda Peoples' Defence Forces.
  • E. Uganda Peoples Defence Force Air Wing
    The Uganda Peoples Defence Force Air Wing is the air force branch of Uganda’s military, responsible for aerial defense, transport, and support operations.
  • 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_69e0b4a3320881909495ae8bc30bc2dc completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e67836b72081908be65115abdb37bf completed April 20, 2026, 7:02 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08695f78248190882cff8c88437fe7 completed May 16, 2026, 12:55 p.m.
NEDg Description generation batch_6a0869f7b4208190858fdeae882e008d completed May 16, 2026, 12:58 p.m.
NED2 Entity disambiguation (via description) batch_6a086a893f1c81909bc40e3c4db0e147 completed May 16, 2026, 1 p.m.
Created at: April 16, 2026, 11:24 a.m.