Triple

T15609566
Position Surface form Disambiguated ID Type / Status
Subject Southern and Eastern Serbia region E375251 entity
Predicate containsCity P294 FINISHED
Object Bosilegrad
Bosilegrad is a small town and municipality in southeastern Serbia, near the border with Bulgaria, known for its predominantly Bulgarian ethnic population and cross-border cultural ties.
E1178728 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: Bosilegrad | Statement: [Southern and Eastern Serbia region, containsCity, Bosilegrad]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bosilegrad
Context triple: [Southern and Eastern Serbia region, containsCity, Bosilegrad]
  • A. Užice
    Užice is a city in western Serbia known as a regional industrial and cultural center situated along the Đetinja River and surrounded by mountainous terrain.
  • B. 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.
  • C. Targovishte
    Targovishte is a town in northeastern Bulgaria known as an administrative and economic center with historical roots dating back to the Ottoman period.
  • D. 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.
  • E. 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.
  • 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: Bosilegrad
Triple: [Southern and Eastern Serbia region, containsCity, Bosilegrad]
Generated description
Bosilegrad is a small town and municipality in southeastern Serbia, near the border with Bulgaria, known for its predominantly Bulgarian ethnic population and cross-border cultural ties.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bosilegrad
Target entity description: Bosilegrad is a small town and municipality in southeastern Serbia, near the border with Bulgaria, known for its predominantly Bulgarian ethnic population and cross-border cultural ties.
  • A. Užice
    Užice is a city in western Serbia known as a regional industrial and cultural center situated along the Đetinja River and surrounded by mountainous terrain.
  • B. 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.
  • C. Targovishte
    Targovishte is a town in northeastern Bulgaria known as an administrative and economic center with historical roots dating back to the Ottoman period.
  • D. 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.
  • E. 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.
  • 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_69d85ccf2794819096cda4cbcb02d478 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e8024948190a6c711f2e5c2aac4 completed April 16, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff997b9c9081908f6a68e28a50a359 completed May 9, 2026, 8:30 p.m.
NEDg Description generation batch_69ff9c2301f88190bb5a922d8b594b4c completed May 9, 2026, 8:42 p.m.
NED2 Entity disambiguation (via description) batch_69ff9c80c380819084be5eb59cd49bd9 completed May 9, 2026, 8:43 p.m.
Created at: April 10, 2026, 4:13 a.m.