Triple

T12916656
Position Surface form Disambiguated ID Type / Status
Subject Razgrad Province E309002 entity
Predicate hasSettlement P1068 FINISHED
Object Isperih
Isperih is a small town in northeastern Bulgaria known for its proximity to the ancient Thracian Tomb of Sveshtari, a UNESCO World Heritage site.
E1008671 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: Isperih | Statement: [Razgrad Province, hasSettlement, Isperih]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Isperih
Context triple: [Razgrad Province, hasSettlement, Isperih]
  • A. Isperih
    Isperih is an alternative name for Asparuh of Bulgaria, the 7th-century Bulgar ruler who founded the First Bulgarian Empire in the Balkans.
  • B. Ivisan
    Ivisan is a coastal municipality in the province of Capiz in the Western Visayas region of the Philippines.
  • C. Ishbia
    Ishbia is the surname of Mat Ishbia, an American billionaire businessman and owner of the NBA’s Phoenix Suns.
  • D. Isinay
    Isinay is an Austronesian language spoken by the Isinay people of northern Luzon in the Philippines, noted for its distinct phonology and grammar compared to neighboring Philippine languages.
  • E. Issel
    Issel is a surname most notably associated with Dan Issel, a Hall of Fame American basketball player and coach.
  • 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: Isperih
Triple: [Razgrad Province, hasSettlement, Isperih]
Generated description
Isperih is a small town in northeastern Bulgaria known for its proximity to the ancient Thracian Tomb of Sveshtari, a UNESCO World Heritage site.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Isperih
Target entity description: Isperih is a small town in northeastern Bulgaria known for its proximity to the ancient Thracian Tomb of Sveshtari, a UNESCO World Heritage site.
  • A. Isperih
    Isperih is an alternative name for Asparuh of Bulgaria, the 7th-century Bulgar ruler who founded the First Bulgarian Empire in the Balkans.
  • B. Ivisan
    Ivisan is a coastal municipality in the province of Capiz in the Western Visayas region of the Philippines.
  • C. Ishbia
    Ishbia is the surname of Mat Ishbia, an American billionaire businessman and owner of the NBA’s Phoenix Suns.
  • D. Isinay
    Isinay is an Austronesian language spoken by the Isinay people of northern Luzon in the Philippines, noted for its distinct phonology and grammar compared to neighboring Philippine languages.
  • E. Issel
    Issel is a surname most notably associated with Dan Issel, a Hall of Fame American basketball player and coach.
  • 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_69d7bdf92b588190acdf2a2291ac4590 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d971a1e8088190af697629baecf59f completed April 10, 2026, 9:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6a571a3e48190a32d362adc6eaee2 completed May 3, 2026, 1:31 a.m.
NEDg Description generation batch_69f6a66cd21081909283d70e0f5d06cb completed May 3, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69f6a7792f948190bb0b324bee0cd8ac completed May 3, 2026, 1:40 a.m.
Created at: April 9, 2026, 5:41 p.m.