Triple

T7086419
Position Surface form Disambiguated ID Type / Status
Subject Insurgency in the Republic of Macedonia E165086 entity
Predicate location P40 FINISHED
Object Kumanovo region
The Kumanovo region is an area in northeastern North Macedonia known for its ethnic diversity and strategic location near the borders with Kosovo and Serbia.
 E642990 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: Kumanovo region | Statement: [Insurgency in the Republic of Macedonia, location, Kumanovo region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kumanovo region
Context triple: [Insurgency in the Republic of Macedonia, location, Kumanovo region]
  • A. Raška region
    The Raška region is a historic area of central Serbia considered the cradle of the medieval Serbian state and the Serbian Orthodox Church.
  • B. Nišava District
    Nišava District is an administrative district in southeastern Serbia centered around the city of Niš and known as an important regional economic, cultural, and transportation hub.
  • C. Gevgelija region
    The Gevgelija region is an area in the southern Balkans, near the present-day border of North Macedonia and Greece, known for its historical and linguistic diversity, including communities of Megleno-Romanian speakers.
  • D. Serbian Podrinje
    Serbian Podrinje is a historical region of western Serbia along the Drina River, encompassing areas such as Mačva and known for its cultural and geographic ties to the broader Podrinje (Drina Valley) area.
  • E. Peć District
    Peć District is an administrative district in western Kosovo centered around the city of Peć and known for its historical and cultural significance.
  • 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: Kumanovo region
Triple: [Insurgency in the Republic of Macedonia, location, Kumanovo region]
Generated description
The Kumanovo region is an area in northeastern North Macedonia known for its ethnic diversity and strategic location near the borders with Kosovo and Serbia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kumanovo region
Target entity description: The Kumanovo region is an area in northeastern North Macedonia known for its ethnic diversity and strategic location near the borders with Kosovo and Serbia.
  • A. Raška region
    The Raška region is a historic area of central Serbia considered the cradle of the medieval Serbian state and the Serbian Orthodox Church.
  • B. Nišava District
    Nišava District is an administrative district in southeastern Serbia centered around the city of Niš and known as an important regional economic, cultural, and transportation hub.
  • C. Gevgelija region
    The Gevgelija region is an area in the southern Balkans, near the present-day border of North Macedonia and Greece, known for its historical and linguistic diversity, including communities of Megleno-Romanian speakers.
  • D. Serbian Podrinje
    Serbian Podrinje is a historical region of western Serbia along the Drina River, encompassing areas such as Mačva and known for its cultural and geographic ties to the broader Podrinje (Drina Valley) area.
  • E. Peć District
    Peć District is an administrative district in western Kosovo centered around the city of Peć and known for its historical and cultural significance.
  • 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_69c79c924ac88190a237d2e0ac505d51 completed March 28, 2026, 9:17 a.m.
NEDg Description generation batch_69c7a09a5aa881908c3213ba33a7bd6b completed March 28, 2026, 9:34 a.m.
NED2 Entity disambiguation (via description) batch_69c7a113032481909013d4f5f5cd0f6e completed March 28, 2026, 9:36 a.m.
Created at: March 27, 2026, 2:41 p.m.