Triple

T19067687
Position Surface form Disambiguated ID Type / Status
Subject Southwestern Region of North Macedonia E466709 entity
Predicate containsMunicipality P852 FINISHED
Object Vraneshtica Municipality
Vraneshtica Municipality was a former rural municipality in southwestern North Macedonia, centered on the village of Vraneshtica.
E1363050 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: Vraneshtica Municipality | Statement: [Southwestern Region of North Macedonia, containsMunicipality, Vraneshtica Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vraneshtica Municipality
Context triple: [Southwestern Region of North Macedonia, containsMunicipality, Vraneshtica Municipality]
  • A. Nedelino Municipality
    Nedelino Municipality is an administrative municipality in southern Bulgaria, located within the mountainous Smolyan Province in the Rhodope region.
  • B. Peja Municipality
    Peja Municipality is a local administrative unit in western Kosovo that encompasses the city of Peja and its surrounding settlements.
  • C. Gevgelija Municipality
    Gevgelija Municipality is a local administrative unit in southeastern North Macedonia, known for its border town of Gevgelija and its proximity to Greece.
  • D. Borovo Municipality
    Borovo Municipality is an administrative region in northern Bulgaria centered around the town of Borovo, known for its rural communities and location within the Danubian Plain.
  • E. Andrijevica municipality
    Andrijevica municipality is a small administrative region in northeastern Montenegro, centered on the town of Andrijevica and known for its mountainous landscapes and rural character.
  • 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: Vraneshtica Municipality
Triple: [Southwestern Region of North Macedonia, containsMunicipality, Vraneshtica Municipality]
Generated description
Vraneshtica Municipality was a former rural municipality in southwestern North Macedonia, centered on the village of Vraneshtica.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vraneshtica Municipality
Target entity description: Vraneshtica Municipality was a former rural municipality in southwestern North Macedonia, centered on the village of Vraneshtica.
  • A. Nedelino Municipality
    Nedelino Municipality is an administrative municipality in southern Bulgaria, located within the mountainous Smolyan Province in the Rhodope region.
  • B. Peja Municipality
    Peja Municipality is a local administrative unit in western Kosovo that encompasses the city of Peja and its surrounding settlements.
  • C. Gevgelija Municipality
    Gevgelija Municipality is a local administrative unit in southeastern North Macedonia, known for its border town of Gevgelija and its proximity to Greece.
  • D. Borovo Municipality
    Borovo Municipality is an administrative region in northern Bulgaria centered around the town of Borovo, known for its rural communities and location within the Danubian Plain.
  • E. Andrijevica municipality
    Andrijevica municipality is a small administrative region in northeastern Montenegro, centered on the town of Andrijevica and known for its mountainous landscapes and rural character.
  • 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_69d8dd04f4488190b1121cc53ef2bfd6 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e19918848190abb6dd060a9dbecb completed April 20, 2026, 8:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a06f89cb07481908ab34b60a9afb1b8 completed May 15, 2026, 10:42 a.m.
NEDg Description generation batch_6a06f936e0b08190b614c393174ea885 completed May 15, 2026, 10:45 a.m.
NED2 Entity disambiguation (via description) batch_6a06fa52fa5081908e688e253c1f8f6d completed May 15, 2026, 10:49 a.m.
Created at: April 10, 2026, 12:03 p.m.