Triple
T19365019
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Bulgaria |
E484377
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object |
Gotse Delchev Municipality
Gotse Delchev Municipality is an administrative region in southwestern Bulgaria centered around the town of Gotse Delchev, known for its proximity to the Pirin Mountains and the Greek border.
|
E1372894
|
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: Gotse Delchev Municipality | Statement: [Southern Bulgaria, hasMajorCity, Gotse Delchev Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gotse Delchev Municipality Context triple: [Southern Bulgaria, hasMajorCity, Gotse Delchev Municipality]
-
A.
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.
-
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.
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.
Momchilgrad Municipality
Momchilgrad Municipality is an administrative region in southern Bulgaria known for its ethnically diverse population and location within the Eastern Rhodope Mountains.
-
E.
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.
- 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: Gotse Delchev Municipality Triple: [Southern Bulgaria, hasMajorCity, Gotse Delchev Municipality]
Generated description
Gotse Delchev Municipality is an administrative region in southwestern Bulgaria centered around the town of Gotse Delchev, known for its proximity to the Pirin Mountains and the Greek border.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gotse Delchev Municipality Target entity description: Gotse Delchev Municipality is an administrative region in southwestern Bulgaria centered around the town of Gotse Delchev, known for its proximity to the Pirin Mountains and the Greek border.
-
A.
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.
-
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.
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.
Momchilgrad Municipality
Momchilgrad Municipality is an administrative region in southern Bulgaria known for its ethnically diverse population and location within the Eastern Rhodope Mountains.
-
E.
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.
- 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_6a07241416c48190ae73fef73c24b677 |
completed | May 15, 2026, 1:48 p.m. |
| NEDg | Description generation | batch_6a0725b012048190acd3d1d2fd2fada5 |
completed | May 15, 2026, 1:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0726c6a8ac8190af3149f7111ea3ea |
completed | May 15, 2026, 1:59 p.m. |
Created at: April 10, 2026, 1:35 p.m.