Triple
T19365012
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Bulgaria |
E484377
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object |
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.
|
E1377764
|
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: Blagoevgrad Municipality | Statement: [Southern Bulgaria, hasMajorCity, Blagoevgrad Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blagoevgrad Municipality Context triple: [Southern Bulgaria, hasMajorCity, Blagoevgrad 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.
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.
-
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.
Razgrad Municipality
Razgrad Municipality is an administrative unit in northeastern Bulgaria centered on the town of Razgrad, serving as a local government area within Razgrad Province.
-
E.
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.
- 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: Blagoevgrad Municipality Triple: [Southern Bulgaria, hasMajorCity, Blagoevgrad Municipality]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Blagoevgrad Municipality Target entity description: 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.
-
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.
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.
-
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.
Razgrad Municipality
Razgrad Municipality is an administrative unit in northeastern Bulgaria centered on the town of Razgrad, serving as a local government area within Razgrad Province.
-
E.
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.
- 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_6a07404041288190b8b76ea6f4209636 |
completed | May 15, 2026, 3:48 p.m. |
| NEDg | Description generation | batch_6a0740d489988190bf12f8515934e811 |
completed | May 15, 2026, 3:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07416b52888190aa6b2a251b407abd |
completed | May 15, 2026, 3:53 p.m. |
Created at: April 10, 2026, 1:35 p.m.