Triple
T12354317
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kyustendil Province |
E294568
|
entity |
| Predicate | hasMunicipality |
P847
|
FINISHED |
| Object |
Boboshevo Municipality
Boboshevo Municipality is a local administrative region in southwestern Bulgaria, centered around the town of Boboshevo and governed as part of the country’s municipal system.
|
E982094
|
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: Boboshevo Municipality | Statement: [Kyustendil Province, hasMunicipality, Boboshevo Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Boboshevo Municipality Context triple: [Kyustendil Province, hasMunicipality, Boboshevo Municipality]
-
A.
Tsarevo Municipality
Tsarevo Municipality is an administrative region in southeastern Bulgaria known for its Black Sea coastline, tourism, and natural landscapes.
-
B.
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.
-
C.
Tsalka Municipality
Tsalka Municipality is an administrative district in Georgia’s Kvemo Kartli region, centered on the town of Tsalka and known for its ethnically diverse population and mountainous landscapes.
-
D.
Tskaltubo Municipality
Tskaltubo Municipality is an administrative district in western Georgia centered around the spa town of Tskaltubo, known for its mineral springs and Soviet-era sanatoriums.
-
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: Boboshevo Municipality Triple: [Kyustendil Province, hasMunicipality, Boboshevo Municipality]
Generated description
Boboshevo Municipality is a local administrative region in southwestern Bulgaria, centered around the town of Boboshevo and governed as part of the country’s municipal system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Boboshevo Municipality Target entity description: Boboshevo Municipality is a local administrative region in southwestern Bulgaria, centered around the town of Boboshevo and governed as part of the country’s municipal system.
-
A.
Tsarevo Municipality
Tsarevo Municipality is an administrative region in southeastern Bulgaria known for its Black Sea coastline, tourism, and natural landscapes.
-
B.
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.
-
C.
Tsalka Municipality
Tsalka Municipality is an administrative district in Georgia’s Kvemo Kartli region, centered on the town of Tsalka and known for its ethnically diverse population and mountainous landscapes.
-
D.
Tskaltubo Municipality
Tskaltubo Municipality is an administrative district in western Georgia centered around the spa town of Tskaltubo, known for its mineral springs and Soviet-era sanatoriums.
-
E.
Kocherinovo Municipality
chosen
Kocherinovo Municipality is an administrative region in southwestern Bulgaria centered around the town of Kocherinovo.
- F. None of above.
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_69d6ab6ccbec8190b09e2d357aa80064 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93f8bc60c8190b0ceb84093e70db4 |
completed | April 10, 2026, 6:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63ef437d08190b09132fa090504a5 |
completed | May 2, 2026, 6:14 p.m. |
| NEDg | Description generation | batch_69f6400fe9888190ae8244ccc8e8bc39 |
completed | May 2, 2026, 6:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f64168d23881908daee7d7cba2160d |
completed | May 2, 2026, 6:24 p.m. |
Created at: April 8, 2026, 9:54 p.m.