Triple

T10002021
Position Surface form Disambiguated ID Type / Status
Subject Afghan Local Police E197349 entity
Predicate partOf P40 FINISHED
Object Afghan security apparatus
The Afghan security apparatus is the collective system of national defense, law enforcement, and intelligence institutions responsible for maintaining security and order in Afghanistan.
E181742 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 security apparatus | Statement: [Afghan Local Police, partOf, Afghan security apparatus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Afghan security apparatus
Context triple: [Afghan Local Police, partOf, Afghan security apparatus]
  • A. Afghan security ministries
    The Afghan security ministries were the government bodies responsible for overseeing Afghanistan’s national defense, interior security, and intelligence services.
  • B. ISAF in Afghanistan
    ISAF in Afghanistan was a NATO-led multinational security and stabilization mission deployed after the 2001 U.S.-led invasion to support the Afghan government and combat insurgent groups.
  • C. Afghan police law under the Islamic Republic of Afghanistan
    Afghan police law under the Islamic Republic of Afghanistan was the primary legal framework that defined the structure, duties, authorities, and oversight of national police forces, including the Afghan Border Police, during the Islamic Republic era.
  • D. Afghan Commandos
    Afghan Commandos were elite special operations forces of Afghanistan, known for conducting high-risk counterinsurgency and counterterrorism missions alongside coalition troops.
  • E. Afghan Anti-Crime Police
    The Afghan Anti-Crime Police is a specialized law enforcement unit in Afghanistan focused on investigating and combating serious criminal activities such as organized crime, narcotics trafficking, and corruption.
  • 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 security apparatus
Triple: [Afghan Local Police, partOf, Afghan security apparatus]
Generated description
The Afghan security apparatus is the collective system of national defense, law enforcement, and intelligence institutions responsible for maintaining security and order in Afghanistan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Afghan security apparatus
Target entity description: The Afghan security apparatus is the collective system of national defense, law enforcement, and intelligence institutions responsible for maintaining security and order in Afghanistan.
  • A. Afghan security ministries chosen
    The Afghan security ministries were the government bodies responsible for overseeing Afghanistan’s national defense, interior security, and intelligence services.
  • B. ISAF in Afghanistan
    ISAF in Afghanistan was a NATO-led multinational security and stabilization mission deployed after the 2001 U.S.-led invasion to support the Afghan government and combat insurgent groups.
  • C. Afghan police law under the Islamic Republic of Afghanistan
    Afghan police law under the Islamic Republic of Afghanistan was the primary legal framework that defined the structure, duties, authorities, and oversight of national police forces, including the Afghan Border Police, during the Islamic Republic era.
  • D. Afghan Commandos
    Afghan Commandos were elite special operations forces of Afghanistan, known for conducting high-risk counterinsurgency and counterterrorism missions alongside coalition troops.
  • E. Afghan Anti-Crime Police
    The Afghan Anti-Crime Police is a specialized law enforcement unit in Afghanistan focused on investigating and combating serious criminal activities such as organized crime, narcotics trafficking, and corruption.
  • F. None of above.

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_69ca82f3b61c81908ecc2c1c96dbc2e4 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdcc9078788190a4e75dd7ff830c63 completed April 2, 2026, 1:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69d25854c524819081315b1a8faf335e completed April 5, 2026, 12:40 p.m.
NEDg Description generation batch_69d259016fb08190aadf9d4cee0b42d7 completed April 5, 2026, 12:43 p.m.
NED2 Entity disambiguation (via description) batch_69d259a2e48481908bd8e4829f676618 completed April 5, 2026, 12:46 p.m.
Created at: March 30, 2026, 8:51 p.m.