Triple
T5270824
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gorna Dzhumaya |
E119251
|
entity |
| Predicate | presentDayMunicipalityCenter |
P44337
|
FINISHED |
| Object | Blagoevgrad Municipality |
E21220
|
NE FINISHED |
How this triple was built (3 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: [Gorna Dzhumaya, presentDayMunicipalityCenter, Blagoevgrad Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blagoevgrad Municipality Context triple: [Gorna Dzhumaya, presentDayMunicipalityCenter, Blagoevgrad Municipality]
-
A.
Blagoevgrad Province
Blagoevgrad Province is a mountainous administrative region in southwestern Bulgaria known for its proximity to Greece and North Macedonia, rich cultural heritage, and popular ski and spa resorts.
-
B.
Blagoevgrad
chosen
Blagoevgrad is a city in southwestern Bulgaria known as a regional cultural and educational center, home to several universities and a vibrant student population.
-
C.
Plovdiv Province
Plovdiv Province is a region in central Bulgaria known for its historic cities, rich cultural heritage, and significant religious sites such as the Bachkovo Monastery.
-
D.
Burgas Province
Burgas Province is an administrative region in southeastern Bulgaria on the Black Sea coast, known for its major port city of Burgas and popular seaside resorts.
-
E.
Butovo District
Butovo District is a residential area in the southern part of Moscow known for its large housing developments and connection to the city’s metro network.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: presentDayMunicipalityCenter Context triple: [Gorna Dzhumaya, presentDayMunicipalityCenter, Blagoevgrad Municipality]
-
A.
presentDayCenter
chosen
Indicates that an entity currently serves as the central or primary focal point (e.g., administrative, cultural, or functional center) of another entity in the present day.
-
B.
presentDayMunicipality
Indicates that one entity is the current-day municipality encompassing or corresponding to the area or jurisdiction of another (typically historical) entity.
-
C.
presentDayDistrict
Indicates that one administrative district corresponds to or is located within the boundaries of a specified present-day district.
-
D.
isMunicipalHomeOf
Indicates that a municipality serves as the official home base or hosting location for a particular entity or organization.
-
E.
administrativeCentreNearby
Indicates that an administrative centre is located close to the referenced entity in geographic or spatial terms.
- F. None of above.
Provenance (4 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_69bd446c38e081908cdaf113bdf86790 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7d5a23908190a24e79d1b29d6fcf |
completed | March 20, 2026, 5:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf9f5885388190bf06b919425a81fe |
completed | March 22, 2026, 7:50 a.m. |
| PD | Predicate disambiguation | batch_69bd77c71268819094f9f5203eed392d |
completed | March 20, 2026, 4:37 p.m. |
Created at: March 20, 2026, 1:51 p.m.