Triple

T3763207
Position Surface form Disambiguated ID Type / Status
Subject Kumanovo Agreement E82610 entity
Predicate signedIn P441 FINISHED
Object Kumanovo
Kumanovo is a city in northern North Macedonia known for its historical significance and as the site where the 1999 Kumanovo Agreement ending the Kosovo War was signed.
 E388915 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 | Statement: [Kumanovo Agreement, signedIn, Kumanovo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kumanovo
Context triple: [Kumanovo Agreement, signedIn, Kumanovo]
  • A. Smederevo
    Smederevo is a historic Serbian city on the Danube River, known for its large medieval fortress and role as a former capital of the Serbian Despotate.
  • B. Kruševac
    Kruševac is a historic city in central Serbia founded in the 14th century by Prince Lazar, serving briefly as the capital of his medieval Serbian principality.
  • C. Monastir
    Monastir, known today as Bitola in North Macedonia, is a historic Balkan city that played a significant strategic role during World War I.
  • D. Viminacium
    Viminacium was a major Roman city and military camp on the Danube, located in the province of Moesia (in present-day Serbia), known for its strategic importance and extensive archaeological remains.
  • E. Mitrovica
    Mitrovica is a divided city in northern Kosovo known for its ethnic tensions and strategic importance as a regional industrial and mining center.
  • 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
Triple: [Kumanovo Agreement, signedIn, Kumanovo]
Generated description
Kumanovo is a city in northern North Macedonia known for its historical significance and as the site where the 1999 Kumanovo Agreement ending the Kosovo War was signed.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kumanovo
Target entity description: Kumanovo is a city in northern North Macedonia known for its historical significance and as the site where the 1999 Kumanovo Agreement ending the Kosovo War was signed.
  • A. Smederevo
    Smederevo is a historic Serbian city on the Danube River, known for its large medieval fortress and role as a former capital of the Serbian Despotate.
  • B. Kruševac
    Kruševac is a historic city in central Serbia founded in the 14th century by Prince Lazar, serving briefly as the capital of his medieval Serbian principality.
  • C. Monastir
    Monastir, known today as Bitola in North Macedonia, is a historic Balkan city that played a significant strategic role during World War I.
  • D. Viminacium
    Viminacium was a major Roman city and military camp on the Danube, located in the province of Moesia (in present-day Serbia), known for its strategic importance and extensive archaeological remains.
  • E. Mitrovica
    Mitrovica is a divided city in northern Kosovo known for its ethnic tensions and strategic importance as a regional industrial and mining center.
  • 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_69ad8b207b0081909d2b48843fbd8795 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcbfbecf8819099d80af480cbe2d2 completed March 8, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4f034ce008190bcae03916cfa588e completed March 14, 2026, 5:20 a.m.
NEDg Description generation batch_69b4f1ce66f481909e2a92f8e96cc6ab completed March 14, 2026, 5:27 a.m.
NED2 Entity disambiguation (via description) batch_69b4f24526f08190acb6884f5a6b4f7f completed March 14, 2026, 5:29 a.m.
Created at: March 8, 2026, 3:35 p.m.