Triple

T14670524
Position Surface form Disambiguated ID Type / Status
Subject Ruse Province E344499 entity
Predicate hasMunicipality P847 FINISHED
Object Ruse Municipality
Ruse Municipality is an administrative unit in northern Bulgaria centered on the city of Ruse, a major economic and cultural hub on the Danube River.
E344499 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: Ruse Municipality | Statement: [Ruse Province, hasMunicipality, Ruse Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ruse Municipality
Context triple: [Ruse Province, hasMunicipality, Ruse Municipality]
  • A. Ruse Province
    Ruse Province is an administrative region in northern Bulgaria, centered on the Danube port city of Ruse and known for its role as a key transport and economic hub.
  • B. Varna Municipality
    Varna Municipality is the local government authority of the city of Varna, Bulgaria, responsible for administering public services, cultural initiatives, and regional development.
  • C. Svishtov Municipality
    Svishtov Municipality is an administrative region in northern Bulgaria centered on the Danube port town of Svishtov.
  • D. Silistra Municipality
    Silistra Municipality is an administrative region in northeastern Bulgaria that encompasses the city of Silistra and surrounding settlements along the Danube River.
  • E. Dobrich Municipality
    Dobrich Municipality is an administrative municipality in northeastern Bulgaria centered on the city of Dobrich and responsible for local governance and public services in the surrounding area.
  • 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: Ruse Municipality
Triple: [Ruse Province, hasMunicipality, Ruse Municipality]
Generated description
Ruse Municipality is an administrative unit in northern Bulgaria centered on the city of Ruse, a major economic and cultural hub on the Danube River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ruse Municipality
Target entity description: Ruse Municipality is an administrative unit in northern Bulgaria centered on the city of Ruse, a major economic and cultural hub on the Danube River.
  • A. Ruse Province chosen
    Ruse Province is an administrative region in northern Bulgaria, centered on the Danube port city of Ruse and known for its role as a key transport and economic hub.
  • B. Varna Municipality
    Varna Municipality is the local government authority of the city of Varna, Bulgaria, responsible for administering public services, cultural initiatives, and regional development.
  • C. Svishtov Municipality
    Svishtov Municipality is an administrative region in northern Bulgaria centered on the Danube port town of Svishtov.
  • D. Silistra Municipality
    Silistra Municipality is an administrative region in northeastern Bulgaria that encompasses the city of Silistra and surrounding settlements along the Danube River.
  • E. Dobrich Municipality
    Dobrich Municipality is an administrative municipality in northeastern Bulgaria centered on the city of Dobrich and responsible for local governance and public services in the surrounding area.
  • F. None of above.

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_69d822e283fc8190a0e4c235cf880052 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb54ef2908190b189ced65eec434a completed April 14, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe64ec72bc819085fa2c21487f297e completed May 8, 2026, 10:34 p.m.
NEDg Description generation batch_69fe6575b5548190a4298b24a1ac736c completed May 8, 2026, 10:36 p.m.
NED2 Entity disambiguation (via description) batch_69fe6612d76c8190913a584954a2c04c completed May 8, 2026, 10:39 p.m.
Created at: April 10, 2026, 1:27 a.m.