Triple

T18416480
Position Surface form Disambiguated ID Type / Status
Subject Kardzhali Province E441903 entity
Predicate hasMunicipality P847 FINISHED
Object Krumovgrad Municipality
Krumovgrad Municipality is an administrative region in southern Bulgaria centered on the town of Krumovgrad, known for its mixed ethnic population and proximity to the Eastern Rhodope Mountains.
E1325679 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: Krumovgrad Municipality | Statement: [Kardzhali Province, hasMunicipality, Krumovgrad Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Krumovgrad Municipality
Context triple: [Kardzhali Province, hasMunicipality, Krumovgrad Municipality]
  • A. Botevgrad Municipality
    Botevgrad Municipality is an administrative region in western Bulgaria centered on the town of Botevgrad, known for its industrial activity and strategic location near major transport routes.
  • B. Momchilgrad Municipality
    Momchilgrad Municipality is an administrative region in southern Bulgaria known for its ethnically diverse population and location within the Eastern Rhodope Mountains.
  • C. Gabrovo Municipality
    Gabrovo Municipality is an administrative region in central Bulgaria centered on the town of Gabrovo, known for its industrial heritage and cultural traditions.
  • D. Kubrat Municipality
    Kubrat Municipality is an administrative region in northeastern Bulgaria centered around the town of Kubrat, known for its rural settlements and agricultural economy.
  • E. Zlatitsa Municipality
    Zlatitsa Municipality is a local administrative region in western Bulgaria, centered on the town of Zlatitsa and forming part of Sofia Province.
  • 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: Krumovgrad Municipality
Triple: [Kardzhali Province, hasMunicipality, Krumovgrad Municipality]
Generated description
Krumovgrad Municipality is an administrative region in southern Bulgaria centered on the town of Krumovgrad, known for its mixed ethnic population and proximity to the Eastern Rhodope Mountains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Krumovgrad Municipality
Target entity description: Krumovgrad Municipality is an administrative region in southern Bulgaria centered on the town of Krumovgrad, known for its mixed ethnic population and proximity to the Eastern Rhodope Mountains.
  • A. Botevgrad Municipality
    Botevgrad Municipality is an administrative region in western Bulgaria centered on the town of Botevgrad, known for its industrial activity and strategic location near major transport routes.
  • B. Momchilgrad Municipality
    Momchilgrad Municipality is an administrative region in southern Bulgaria known for its ethnically diverse population and location within the Eastern Rhodope Mountains.
  • C. Gabrovo Municipality
    Gabrovo Municipality is an administrative region in central Bulgaria centered on the town of Gabrovo, known for its industrial heritage and cultural traditions.
  • D. Kubrat Municipality
    Kubrat Municipality is an administrative region in northeastern Bulgaria centered around the town of Kubrat, known for its rural settlements and agricultural economy.
  • E. Zlatitsa Municipality
    Zlatitsa Municipality is a local administrative region in western Bulgaria, centered on the town of Zlatitsa and forming part of Sofia Province.
  • 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_69d8b9eb8a508190a942fd75ebd8b1dc completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e51a284b608190b77c360a72aceb7a completed April 19, 2026, 6:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a040fd3fe448190a8563360088312f0 completed May 13, 2026, 5:44 a.m.
NEDg Description generation batch_6a0411efb070819082b07a5874949012 completed May 13, 2026, 5:53 a.m.
NED2 Entity disambiguation (via description) batch_6a0412faa34481908081863032e78fa4 completed May 13, 2026, 5:58 a.m.
Created at: April 10, 2026, 10:47 a.m.