Triple

T12639752
Position Surface form Disambiguated ID Type / Status
Subject Stara Zagora Province E301861 entity
Predicate hasMunicipality P847 FINISHED
Object Stara Zagora Municipality
Stara Zagora Municipality is an administrative unit in central Bulgaria that includes the city of Stara Zagora and surrounding settlements within Stara Zagora Province.
E994748 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: Stara Zagora Municipality | Statement: [Stara Zagora Province, hasMunicipality, Stara Zagora Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stara Zagora Municipality
Context triple: [Stara Zagora Province, hasMunicipality, Stara Zagora Municipality]
  • A. Pazardzhik Municipality
    Pazardzhik Municipality is an administrative region in southern Bulgaria centered on the city of Pazardzhik, encompassing the city and surrounding settlements within Pazardzhik Province.
  • B. Silistra Municipality
    Silistra Municipality is an administrative region in northeastern Bulgaria that encompasses the city of Silistra and surrounding settlements along the Danube River.
  • C. Kyustendil Municipality
    Kyustendil Municipality is an administrative unit in western Bulgaria centered on the town of Kyustendil, known for its historical heritage and mineral springs.
  • D. 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.
  • E. 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.
  • 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: Stara Zagora Municipality
Triple: [Stara Zagora Province, hasMunicipality, Stara Zagora Municipality]
Generated description
Stara Zagora Municipality is an administrative unit in central Bulgaria that includes the city of Stara Zagora and surrounding settlements within Stara Zagora Province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stara Zagora Municipality
Target entity description: Stara Zagora Municipality is an administrative unit in central Bulgaria that includes the city of Stara Zagora and surrounding settlements within Stara Zagora Province.
  • A. Pazardzhik Municipality
    Pazardzhik Municipality is an administrative region in southern Bulgaria centered on the city of Pazardzhik, encompassing the city and surrounding settlements within Pazardzhik Province.
  • B. Silistra Municipality
    Silistra Municipality is an administrative region in northeastern Bulgaria that encompasses the city of Silistra and surrounding settlements along the Danube River.
  • C. Kyustendil Municipality
    Kyustendil Municipality is an administrative unit in western Bulgaria centered on the town of Kyustendil, known for its historical heritage and mineral springs.
  • D. 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.
  • E. 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.
  • 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_69d7bdec9f9c8190b4bac675b7588211 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961499de08190bdba66ca40b021be completed April 10, 2026, 8:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f668754acc8190b5585dbd35387867 completed May 2, 2026, 9:11 p.m.
NEDg Description generation batch_69f6697d8ac88190b4ead9ce47f3a705 completed May 2, 2026, 9:15 p.m.
NED2 Entity disambiguation (via description) batch_69f66a2da60881909b0a689821456bb4 completed May 2, 2026, 9:18 p.m.
Created at: April 9, 2026, 5:16 p.m.