Triple

T19365022
Position Surface form Disambiguated ID Type / Status
Subject Southern Bulgaria E484377 entity
Predicate hasMajorCity P316 FINISHED
Object Asenovgrad Municipality
Asenovgrad Municipality is an administrative region in southern Bulgaria centered around the town of Asenovgrad, known for its historical sites, wine production, and proximity to the Rhodope Mountains.
E1389623 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: Asenovgrad Municipality | Statement: [Southern Bulgaria, hasMajorCity, Asenovgrad Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Asenovgrad Municipality
Context triple: [Southern Bulgaria, hasMajorCity, Asenovgrad Municipality]
  • A. Blagoevgrad Municipality
    Blagoevgrad Municipality is an administrative region in southwestern Bulgaria centered on the city of Blagoevgrad, known as a cultural, economic, and educational hub in the Pirin Mountains area.
  • B. 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.
  • C. Silistra Municipality
    Silistra Municipality is an administrative region in northeastern Bulgaria that encompasses the city of Silistra and surrounding settlements along the Danube River.
  • D. 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.
  • E. 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.
  • 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: Asenovgrad Municipality
Triple: [Southern Bulgaria, hasMajorCity, Asenovgrad Municipality]
Generated description
Asenovgrad Municipality is an administrative region in southern Bulgaria centered around the town of Asenovgrad, known for its historical sites, wine production, and proximity to the Rhodope Mountains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Asenovgrad Municipality
Target entity description: Asenovgrad Municipality is an administrative region in southern Bulgaria centered around the town of Asenovgrad, known for its historical sites, wine production, and proximity to the Rhodope Mountains.
  • A. Blagoevgrad Municipality
    Blagoevgrad Municipality is an administrative region in southwestern Bulgaria centered on the city of Blagoevgrad, known as a cultural, economic, and educational hub in the Pirin Mountains area.
  • B. 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.
  • C. Silistra Municipality
    Silistra Municipality is an administrative region in northeastern Bulgaria that encompasses the city of Silistra and surrounding settlements along the Danube River.
  • D. 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.
  • E. 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.
  • 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_69d8e8d305088190ad13571532aa454c completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e619aa9ff48190b1ede47fb88a682e completed April 20, 2026, 12:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0787a55f0481909b94c61487616592 completed May 15, 2026, 8:52 p.m.
NEDg Description generation batch_6a07916806fc819081e1988ab725a52e completed May 15, 2026, 9:34 p.m.
NED2 Entity disambiguation (via description) batch_6a0791d573d08190a8662192695f67fd completed May 15, 2026, 9:36 p.m.
Created at: April 10, 2026, 1:35 p.m.