Triple

T12512554
Position Surface form Disambiguated ID Type / Status
Subject Struma Valley E299115 entity
Predicate hasPart P35 FINISHED
Object Sandanski–Petrich Valley
The Sandanski–Petrich Valley is a warm, low-lying valley in southwestern Bulgaria, known for its mild climate, spa resorts, and agricultural production within the Struma River basin.
E987882 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: Sandanski–Petrich Valley | Statement: [Struma Valley, hasPart, Sandanski–Petrich Valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sandanski–Petrich Valley
Context triple: [Struma Valley, hasPart, Sandanski–Petrich Valley]
  • A. Demänovská Valley
    Demänovská Valley is a popular mountain valley in northern Slovakia known for its scenic landscapes, ski resort Jasná, and extensive cave systems such as Demänovská Cave of Liberty and Demänovská Ice Cave.
  • B. Cerna Valley
    Cerna Valley is a scenic river valley in southwestern Romania, known for its dramatic mountain landscapes and thermal spa resorts such as Băile Herculane.
  • C. Tundzha Valley
    Tundzha Valley is a river valley in southeastern Europe shaped by the Tundzha River, known for its fertile plains and agricultural landscapes in Bulgaria and neighboring regions.
  • D. Blagoevgradska Bistritsa
    Blagoevgradska Bistritsa is a river in southwestern Bulgaria that flows through the city of Blagoevgrad before joining the Struma River.
  • E. Samokov Valley
    Samokov Valley is a historical region in western Bulgaria known for its mountainous landscape and long tradition of mining and metalworking.
  • 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: Sandanski–Petrich Valley
Triple: [Struma Valley, hasPart, Sandanski–Petrich Valley]
Generated description
The Sandanski–Petrich Valley is a warm, low-lying valley in southwestern Bulgaria, known for its mild climate, spa resorts, and agricultural production within the Struma River basin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sandanski–Petrich Valley
Target entity description: The Sandanski–Petrich Valley is a warm, low-lying valley in southwestern Bulgaria, known for its mild climate, spa resorts, and agricultural production within the Struma River basin.
  • A. Demänovská Valley
    Demänovská Valley is a popular mountain valley in northern Slovakia known for its scenic landscapes, ski resort Jasná, and extensive cave systems such as Demänovská Cave of Liberty and Demänovská Ice Cave.
  • B. Cerna Valley
    Cerna Valley is a scenic river valley in southwestern Romania, known for its dramatic mountain landscapes and thermal spa resorts such as Băile Herculane.
  • C. Tundzha Valley
    Tundzha Valley is a river valley in southeastern Europe shaped by the Tundzha River, known for its fertile plains and agricultural landscapes in Bulgaria and neighboring regions.
  • D. Blagoevgradska Bistritsa
    Blagoevgradska Bistritsa is a river in southwestern Bulgaria that flows through the city of Blagoevgrad before joining the Struma River.
  • E. Samokov Valley
    Samokov Valley is a historical region in western Bulgaria known for its mountainous landscape and long tradition of mining and metalworking.
  • 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_69d6ada4cd388190ae3bbf83ff87057a completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9541d6e508190a4992f328e077467 completed April 10, 2026, 7:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bbba5fc819082a4171a5a77183a completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64d15a97c81909046190f0d0fd986 completed May 2, 2026, 7:14 p.m.
NED2 Entity disambiguation (via description) batch_69f64e6d311c8190b851b89e394165d0 completed May 2, 2026, 7:20 p.m.
Created at: April 8, 2026, 9:57 p.m.