Triple

T1603139
Position Surface form Disambiguated ID Type / Status
Subject Afghan National Police E34439 entity
Predicate component P35 FINISHED
Object Afghan Public Protection Force (at times associated)
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, operating alongside and sometimes in coordination with the Afghan National Police.
E181198 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 (at times associated) | Statement: [Afghan National Police, component, Afghan Public Protection Force (at times associated)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Afghan Public Protection Force (at times associated)
Context triple: [Afghan National Police, component, Afghan Public Protection Force (at times associated)]
  • A. 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.
  • 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 Air Force
    The Afghan Air Force is the aerial warfare branch of Afghanistan’s military, responsible for providing air support, transport, and reconnaissance for national defense and security operations.
  • D. Pakistan Armed Forces
    The Pakistan Armed Forces are the unified military forces of Pakistan, comprising the Army, Navy, and Air Force, responsible for the country’s defense and security.
  • E. People's Democratic Party of Afghanistan
    The People's Democratic Party of Afghanistan was a Soviet-aligned Marxist-Leninist political party that ruled Afghanistan after the 1978 Saur Revolution and was a central actor in the ensuing Soviet–Afghan conflict.
  • 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 (at times associated)
Triple: [Afghan National Police, component, Afghan Public Protection Force (at times associated)]
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, operating alongside and sometimes in coordination with the Afghan National Police.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Afghan Public Protection Force (at times associated)
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, operating alongside and sometimes in coordination with the Afghan National Police.
  • A. 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.
  • 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 Air Force
    The Afghan Air Force is the aerial warfare branch of Afghanistan’s military, responsible for providing air support, transport, and reconnaissance for national defense and security operations.
  • D. Pakistan Armed Forces
    The Pakistan Armed Forces are the unified military forces of Pakistan, comprising the Army, Navy, and Air Force, responsible for the country’s defense and security.
  • E. People's Democratic Party of Afghanistan
    The People's Democratic Party of Afghanistan was a Soviet-aligned Marxist-Leninist political party that ruled Afghanistan after the 1978 Saur Revolution and was a central actor in the ensuing Soviet–Afghan conflict.
  • 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_69a885fea6a481909fe83ba6441f1774 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa62292d1c819080b597199dc6b8d5 completed March 6, 2026, 5:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad46ae8ef08190acf018f1db4bfa7c completed March 8, 2026, 9:51 a.m.
NEDg Description generation batch_69ad4827c51c8190b07f4e07ba710c9d completed March 8, 2026, 9:57 a.m.
NED2 Entity disambiguation (via description) batch_69ad487f5ce08190a72efddc64bd496c completed March 8, 2026, 9:59 a.m.
Created at: March 4, 2026, 7:28 p.m.