Triple
T19365023
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Bulgaria |
E484377
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object |
Karlovo Municipality
Karlovo Municipality is an administrative region in southern Bulgaria centered around the historic town of Karlovo, known for its cultural heritage and proximity to the Balkan Mountains.
|
E1372895
|
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: Karlovo Municipality | Statement: [Southern Bulgaria, hasMajorCity, Karlovo Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karlovo Municipality Context triple: [Southern Bulgaria, hasMajorCity, Karlovo Municipality]
-
A.
Loznitsa Municipality
Loznitsa Municipality is an administrative region in northeastern Bulgaria centered around the town of Loznitsa and known for its rural communities and agricultural landscape.
-
B.
Bratya Daskalovi Municipality
Bratya Daskalovi Municipality is an administrative municipality in central Bulgaria, encompassing a group of rural settlements within Stara Zagora Province.
-
C.
Radnevo Municipality
Radnevo Municipality is an administrative region in central Bulgaria centered on the town of Radnevo, known for its energy and mining industries.
-
D.
Dupnitsa Municipality
Dupnitsa Municipality is an administrative region in western Bulgaria centered on the town of Dupnitsa, known for its proximity to the Rila Mountains and its role as a local economic and cultural hub.
-
E.
Kocherinovo Municipality
Kocherinovo Municipality is an administrative region in southwestern Bulgaria centered around the town of Kocherinovo.
- 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: Karlovo Municipality Triple: [Southern Bulgaria, hasMajorCity, Karlovo Municipality]
Generated description
Karlovo Municipality is an administrative region in southern Bulgaria centered around the historic town of Karlovo, known for its cultural heritage and proximity to the Balkan Mountains.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karlovo Municipality Target entity description: Karlovo Municipality is an administrative region in southern Bulgaria centered around the historic town of Karlovo, known for its cultural heritage and proximity to the Balkan Mountains.
-
A.
Loznitsa Municipality
Loznitsa Municipality is an administrative region in northeastern Bulgaria centered around the town of Loznitsa and known for its rural communities and agricultural landscape.
-
B.
Bratya Daskalovi Municipality
Bratya Daskalovi Municipality is an administrative municipality in central Bulgaria, encompassing a group of rural settlements within Stara Zagora Province.
-
C.
Radnevo Municipality
Radnevo Municipality is an administrative region in central Bulgaria centered on the town of Radnevo, known for its energy and mining industries.
-
D.
Dupnitsa Municipality
Dupnitsa Municipality is an administrative region in western Bulgaria centered on the town of Dupnitsa, known for its proximity to the Rila Mountains and its role as a local economic and cultural hub.
-
E.
Kocherinovo Municipality
Kocherinovo Municipality is an administrative region in southwestern Bulgaria centered around the town of Kocherinovo.
- 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.