Triple

T23014122
Position Surface form Disambiguated ID Type / Status
Subject Pleven Province E572984 entity
Predicate borders P224 FINISHED
Object Levski Municipality
Levski Municipality is an administrative region in northern Bulgaria, centered around the town of Levski and known for its predominantly agricultural economy and rural settlements.
 E1567206 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: Levski Municipality | Statement: [Pleven Province, borders, Levski Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Levski Municipality
Context triple: [Pleven Province, borders, Levski Municipality]
  • A. Sevlievo Municipality
    Sevlievo Municipality is an administrative region in central Bulgaria centered around the town of Sevlievo, known for its industrial activity and cultural heritage.
  • B. Svishtov Municipality
    Svishtov Municipality is an administrative region in northern Bulgaria centered on the Danube port town of Svishtov.
  • C. Sliven Municipality
    Sliven Municipality is an administrative region in southeastern Bulgaria centered around the city of Sliven, known for its historical significance and role as a local economic and cultural hub.
  • 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. Malko Tarnovo Municipality
    Malko Tarnovo Municipality is an administrative region in southeastern Bulgaria known for its location in the Strandzha Mountains near the Turkish border and its rich natural and cultural heritage.
  • 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: Levski Municipality
Triple: [Pleven Province, borders, Levski Municipality]
Generated description
Levski Municipality is an administrative region in northern Bulgaria, centered around the town of Levski and known for its predominantly agricultural economy and rural settlements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Levski Municipality
Target entity description: Levski Municipality is an administrative region in northern Bulgaria, centered around the town of Levski and known for its predominantly agricultural economy and rural settlements.
  • A. Sevlievo Municipality
    Sevlievo Municipality is an administrative region in central Bulgaria centered around the town of Sevlievo, known for its industrial activity and cultural heritage.
  • B. Svishtov Municipality
    Svishtov Municipality is an administrative region in northern Bulgaria centered on the Danube port town of Svishtov.
  • C. Sliven Municipality
    Sliven Municipality is an administrative region in southeastern Bulgaria centered around the city of Sliven, known for its historical significance and role as a local economic and cultural hub.
  • 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. Malko Tarnovo Municipality
    Malko Tarnovo Municipality is an administrative region in southeastern Bulgaria known for its location in the Strandzha Mountains near the Turkish border and its rich natural and cultural heritage.
  • 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_69e245b764cc8190a51be76f1d9611e1 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f183e3c0e08190a7ac747b056ec3ca completed April 29, 2026, 4:06 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bf2a81a7881908b46ee8b29640fc4 completed May 19, 2026, 5:18 a.m.
NEDg Description generation batch_6a0bfcc5fc7081908787af96b3aa631f completed May 19, 2026, 6:01 a.m.
NED2 Entity disambiguation (via description) batch_6a0bfd5231248190a98dce79d7473902 completed May 19, 2026, 6:04 a.m.
Created at: April 17, 2026, 3:51 p.m.