Triple

T8026412
Position Surface form Disambiguated ID Type / Status
Subject Afghan National Defense and Security Forces E186865 entity
Predicate hasPart P35 FINISHED
Object Afghan Public Protection Force
The Afghan Public Protection Force was a state-run security organization in Afghanistan that provided armed protection services for government institutions, international organizations, and private entities.
E760305 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: Afghan Public Protection Force | Statement: [Afghan National Defense and Security Forces, hasPart, Afghan Public Protection Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Afghan Public Protection Force
Context triple: [Afghan National Defense and Security Forces, hasPart, Afghan Public Protection Force]
  • A. Afghan National Defense and Security Forces
    The Afghan National Defense and Security Forces were the post-2001 national military and police institutions of Afghanistan, responsible for the country’s internal and external security until the government’s collapse in 2021.
  • B. Afghan National Army
    The Afghan National Army was the primary land warfare branch of Afghanistan’s armed forces, responsible for defending the country and fighting insurgent groups until its collapse in 2021.
  • C. Afghan National Police
    The Afghan National Police was the national law enforcement and internal security force of Afghanistan, responsible for maintaining public order, combating crime, and supporting counterinsurgency efforts until the 2021 Taliban takeover.
  • D. Armed Forces of the Democratic Republic of Afghanistan
    The Armed Forces of the Democratic Republic of Afghanistan were the Soviet-backed military forces of Afghanistan’s communist government during the late 1970s and 1980s, active throughout the Soviet–Afghan War.
  • E. Afghan Local Police
    The Afghan Local Police was a village-level security force in Afghanistan, recruited from local communities to provide defense against insurgents and support broader national security efforts.
  • 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: Afghan Public Protection Force
Triple: [Afghan National Defense and Security Forces, hasPart, Afghan Public Protection Force]
Generated description
The Afghan Public Protection Force was a state-run security organization in Afghanistan that provided armed protection services for government institutions, international organizations, and private entities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Afghan Public Protection Force
Target entity description: The Afghan Public Protection Force was a state-run security organization in Afghanistan that provided armed protection services for government institutions, international organizations, and private entities.
  • A. Afghan National Defense and Security Forces
    The Afghan National Defense and Security Forces were the post-2001 national military and police institutions of Afghanistan, responsible for the country’s internal and external security until the government’s collapse in 2021.
  • B. Afghan National Army
    The Afghan National Army was the primary land warfare branch of Afghanistan’s armed forces, responsible for defending the country and fighting insurgent groups until its collapse in 2021.
  • C. Afghan National Police
    The Afghan National Police was the national law enforcement and internal security force of Afghanistan, responsible for maintaining public order, combating crime, and supporting counterinsurgency efforts until the 2021 Taliban takeover.
  • D. Armed Forces of the Democratic Republic of Afghanistan
    The Armed Forces of the Democratic Republic of Afghanistan were the Soviet-backed military forces of Afghanistan’s communist government during the late 1970s and 1980s, active throughout the Soviet–Afghan War.
  • E. Afghan Local Police
    The Afghan Local Police was a village-level security force in Afghanistan, recruited from local communities to provide defense against insurgents and support broader national security efforts.
  • 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_69ca82ad4e2c8190a693e3c9e30fe66f completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3ecb00648190bb3144acf3492bb3 completed March 31, 2026, 3:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69cf883201d481909efd2f57e852a175 completed April 3, 2026, 9:28 a.m.
NEDg Description generation batch_69cf8a3d8e548190911d44ee36875d44 completed April 3, 2026, 9:37 a.m.
NED2 Entity disambiguation (via description) batch_69cf8ae86e1881908a77f660c061bf69 completed April 3, 2026, 9:39 a.m.
Created at: March 30, 2026, 5:21 p.m.