Triple

T8833233
Position Surface form Disambiguated ID Type / Status
Subject Burgas Province E210197 entity
Predicate contains P35 FINISHED
Object Karnobat Municipality
Karnobat Municipality is an administrative region in southeastern Bulgaria centered around the town of Karnobat, known for its agricultural production and wine-making traditions.
 E760005 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: Karnobat Municipality | Statement: [Burgas Province, contains, Karnobat Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Karnobat Municipality
Context triple: [Burgas Province, contains, Karnobat Municipality]
  • A. Koprivshtitsa Municipality
    Koprivshtitsa Municipality is a small administrative municipality in western Bulgaria centered on the historic town of Koprivshtitsa, renowned for its well-preserved 19th-century architecture and role in the Bulgarian National Revival.
  • B. Sagarejo Municipality
    Sagarejo Municipality is an administrative district in eastern Georgia, known for its wine-producing regions and location within the Kakheti area.
  • C. Kalnovik municipality
    Kalnovik municipality is a small, rural administrative area in southeastern Bosnia and Herzegovina, located in a mountainous region of Republika Srpska.
  • D. Chiatura Municipality
    Chiatura Municipality is an administrative district in western Georgia centered on the mining town of Chiatura, known historically for its manganese deposits and steep river valley terrain.
  • E. Dolna Banya Municipality
    Dolna Banya Municipality is an administrative municipality in western Bulgaria, situated within Sofia Province and centered around the town of Dolna Banya.
  • 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: Karnobat Municipality
Triple: [Burgas Province, contains, Karnobat Municipality]
Generated description
Karnobat Municipality is an administrative region in southeastern Bulgaria centered around the town of Karnobat, known for its agricultural production and wine-making traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Karnobat Municipality
Target entity description: Karnobat Municipality is an administrative region in southeastern Bulgaria centered around the town of Karnobat, known for its agricultural production and wine-making traditions.
  • A. Koprivshtitsa Municipality
    Koprivshtitsa Municipality is a small administrative municipality in western Bulgaria centered on the historic town of Koprivshtitsa, renowned for its well-preserved 19th-century architecture and role in the Bulgarian National Revival.
  • B. Sagarejo Municipality
    Sagarejo Municipality is an administrative district in eastern Georgia, known for its wine-producing regions and location within the Kakheti area.
  • C. Kalnovik municipality
    Kalnovik municipality is a small, rural administrative area in southeastern Bosnia and Herzegovina, located in a mountainous region of Republika Srpska.
  • D. Chiatura Municipality
    Chiatura Municipality is an administrative district in western Georgia centered on the mining town of Chiatura, known historically for its manganese deposits and steep river valley terrain.
  • E. Dolna Banya Municipality
    Dolna Banya Municipality is an administrative municipality in western Bulgaria, situated within Sofia Province and centered around the town of Dolna Banya.
  • 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_69ca8388549c819095fd94eadefbb007 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc60670fa48190b2a873f6498de7f6 completed April 1, 2026, 12:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69cf8975a6f481908ee435d0435c8ffb completed April 3, 2026, 9:33 a.m.
NEDg Description generation batch_69cf8a8e5db0819080e6fdc3d8322e94 completed April 3, 2026, 9:38 a.m.
NED2 Entity disambiguation (via description) batch_69cf8b8849ec8190915fa087b1b46c18 completed April 3, 2026, 9:42 a.m.
Created at: March 30, 2026, 6:47 p.m.