Triple

T7086428
Position Surface form Disambiguated ID Type / Status
Subject Insurgency in the Republic of Macedonia E165086 entity
Predicate opponent P437 FINISHED
Object Macedonian police
The Macedonian police are the national law enforcement force of North Macedonia, responsible for maintaining internal security, public order, and crime prevention across the country.
E640778 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: Macedonian police | Statement: [Insurgency in the Republic of Macedonia, opponent, Macedonian police]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Macedonian police
Context triple: [Insurgency in the Republic of Macedonia, opponent, Macedonian police]
  • A. Kosovo Police
    Kosovo Police is the national law enforcement agency of Kosovo, responsible for maintaining public order, preventing and investigating crime, and ensuring internal security across the country.
  • B. Serbian police forces
    Serbian police forces were the internal security and law enforcement units of Serbia and the Federal Republic of Yugoslavia, heavily involved in policing, counterinsurgency, and ethnic repression during the conflicts of the 1990s, including in Kosovo.
  • C. Macedonian court
    The Macedonian court was the royal household and administrative center of the ancient Kingdom of Macedon, where rulers like Philip II and Alexander the Great maintained their political, military, and cultural power.
  • D. Macedonian army
    The Macedonian army was the formidable military force led by Alexander the Great that conquered a vast empire stretching from Greece through Persia to parts of India in the 4th century BCE.
  • E. Greek police
    The Greek police is the national law enforcement body of Greece, responsible for maintaining public order, preventing and investigating crime, and enforcing the law across the country.
  • 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: Macedonian police
Triple: [Insurgency in the Republic of Macedonia, opponent, Macedonian police]
Generated description
The Macedonian police are the national law enforcement force of North Macedonia, responsible for maintaining internal security, public order, and crime prevention across the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Macedonian police
Target entity description: The Macedonian police are the national law enforcement force of North Macedonia, responsible for maintaining internal security, public order, and crime prevention across the country.
  • A. Kosovo Police
    Kosovo Police is the national law enforcement agency of Kosovo, responsible for maintaining public order, preventing and investigating crime, and ensuring internal security across the country.
  • B. Serbian police forces
    Serbian police forces were the internal security and law enforcement units of Serbia and the Federal Republic of Yugoslavia, heavily involved in policing, counterinsurgency, and ethnic repression during the conflicts of the 1990s, including in Kosovo.
  • C. Macedonian court
    The Macedonian court was the royal household and administrative center of the ancient Kingdom of Macedon, where rulers like Philip II and Alexander the Great maintained their political, military, and cultural power.
  • D. Macedonian army
    The Macedonian army was the formidable military force led by Alexander the Great that conquered a vast empire stretching from Greece through Persia to parts of India in the 4th century BCE.
  • E. Greek police
    The Greek police is the national law enforcement body of Greece, responsible for maintaining public order, preventing and investigating crime, and enforcing the law across the country.
  • 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_69c6887d98408190912b9580666b0c1d completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e512bda88190920ecb54b177e569 completed March 27, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79484a644819091fac0e361f77c91 completed March 28, 2026, 8:42 a.m.
NEDg Description generation batch_69c795cd08e081908c5f1a59e284063a completed March 28, 2026, 8:48 a.m.
NED2 Entity disambiguation (via description) batch_69c797711c78819098f9ac674728eb3b completed March 28, 2026, 8:55 a.m.
Created at: March 27, 2026, 2:41 p.m.