Triple
T20933665
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Isperih |
E515528
|
entity |
| Predicate | commemoratedBy |
P500
|
FINISHED |
| Object | town of Isperih in Bulgaria |
—
|
NE NERFINISHED |
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: town of Isperih in Bulgaria | Statement: [Isperih, commemoratedBy, town of Isperih in Bulgaria]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: town of Isperih in Bulgaria Context triple: [Isperih, commemoratedBy, town of Isperih in Bulgaria]
-
A.
Dimitrovgrad, Bulgaria
Dimitrovgrad, Bulgaria is an industrial town in southern Bulgaria known for its planned socialist-era architecture and location near the Maritsa River.
-
B.
Pazardzhik, Bulgaria
Pazardzhik is a city in southern Bulgaria known as a regional administrative and cultural center on the banks of the Maritsa River.
-
C.
Sopot, Bulgaria
Sopot, Bulgaria is a small historic town in central Bulgaria, known as the birthplace of several notable Bulgarian figures and for its location near the Balkan Mountains.
-
D.
Malko Tarnovo area
Malko Tarnovo area is a region in southeastern Bulgaria known for its location in the Strandzha Mountains near the Turkish border and its rich natural and cultural heritage.
-
E.
Southwestern Bulgaria
Southwestern Bulgaria is a geographic region of Bulgaria known for its mountainous landscapes, including parts of the Rila and Pirin ranges, and important cultural and economic centers such as Blagoevgrad.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: town of Isperih in Bulgaria Target entity description: The town of Isperih in Bulgaria is a small northeastern settlement known for its multicultural population and proximity to the ancient Thracian Tomb of Sveshtari, a UNESCO World Heritage site.
-
A.
Dimitrovgrad, Bulgaria
Dimitrovgrad, Bulgaria is an industrial town in southern Bulgaria known for its planned socialist-era architecture and location near the Maritsa River.
-
B.
Pazardzhik, Bulgaria
Pazardzhik is a city in southern Bulgaria known as a regional administrative and cultural center on the banks of the Maritsa River.
-
C.
Sopot, Bulgaria
Sopot, Bulgaria is a small historic town in central Bulgaria, known as the birthplace of several notable Bulgarian figures and for its location near the Balkan Mountains.
-
D.
Malko Tarnovo area
Malko Tarnovo area is a region in southeastern Bulgaria known for its location in the Strandzha Mountains near the Turkish border and its rich natural and cultural heritage.
-
E.
Southwestern Bulgaria
Southwestern Bulgaria is a geographic region of Bulgaria known for its mountainous landscapes, including parts of the Rila and Pirin ranges, and important cultural and economic centers such as Blagoevgrad.
- F. None of above. chosen
Provenance (2 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_69e0b4fc13408190b06868df03c5c29b |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6f94fc194819099df82357a7f33c7 |
completed | April 21, 2026, 4:13 a.m. |
Created at: April 16, 2026, 12:49 p.m.