Triple
T19067683
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southwestern Region of North Macedonia |
E466709
|
entity |
| Predicate | containsMunicipality |
P852
|
FINISHED |
| Object |
Makedonski Brod Municipality
Makedonski Brod Municipality is a rural municipality in central-western North Macedonia known for its mountainous terrain, caves, and traditional villages.
|
E1359047
|
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: Makedonski Brod Municipality | Statement: [Southwestern Region of North Macedonia, containsMunicipality, Makedonski Brod Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Makedonski Brod Municipality Context triple: [Southwestern Region of North Macedonia, containsMunicipality, Makedonski Brod 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.
Mirkovo Municipality
Mirkovo Municipality is a small administrative region in western Bulgaria, located within Sofia Province and centered around the village of Mirkovo.
-
C.
Zlatitsa Municipality
Zlatitsa Municipality is a local administrative region in western Bulgaria, centered on the town of Zlatitsa and forming part of Sofia Province.
-
D.
Kočani Municipality
Kočani Municipality is a local administrative unit in eastern North Macedonia that encompasses the town of Kočani and its surrounding settlements.
-
E.
Municipality of Pogradec
The Municipality of Pogradec is a local government unit in southeastern Albania that encompasses the city of Pogradec and surrounding settlements along the shores of Lake Ohrid.
- 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: Makedonski Brod Municipality Triple: [Southwestern Region of North Macedonia, containsMunicipality, Makedonski Brod Municipality]
Generated description
Makedonski Brod Municipality is a rural municipality in central-western North Macedonia known for its mountainous terrain, caves, and traditional villages.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Makedonski Brod Municipality Target entity description: Makedonski Brod Municipality is a rural municipality in central-western North Macedonia known for its mountainous terrain, caves, and traditional villages.
-
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.
Mirkovo Municipality
Mirkovo Municipality is a small administrative region in western Bulgaria, located within Sofia Province and centered around the village of Mirkovo.
-
C.
Zlatitsa Municipality
Zlatitsa Municipality is a local administrative region in western Bulgaria, centered on the town of Zlatitsa and forming part of Sofia Province.
-
D.
Kočani Municipality
Kočani Municipality is a local administrative unit in eastern North Macedonia that encompasses the town of Kočani and its surrounding settlements.
-
E.
Municipality of Pogradec
The Municipality of Pogradec is a local government unit in southeastern Albania that encompasses the city of Pogradec and surrounding settlements along the shores of Lake Ohrid.
- 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_69d8dd04f4488190b1121cc53ef2bfd6 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e19918848190abb6dd060a9dbecb |
completed | April 20, 2026, 8:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05e6622bfc81908c90aaf8d3b039fa |
completed | May 14, 2026, 3:12 p.m. |
| NEDg | Description generation | batch_6a05e903bf8c8190ab5489d1eee2734e |
completed | May 14, 2026, 3:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05e9aee26c81909aa8d62a8e2ac614 |
completed | May 14, 2026, 3:26 p.m. |
Created at: April 10, 2026, 12:03 p.m.