Triple

T15729137
Position Surface form Disambiguated ID Type / Status
Subject South Morava E381293 entity
Predicate belongsToEcoregion P948 FINISHED
Object Balkan rivers ecoregion
The Balkan rivers ecoregion is a freshwater ecological region in the Balkan Peninsula characterized by a dense network of rivers and streams that support high biodiversity and numerous endemic aquatic species.
E1173735 NE FINISHED

How this triple was built (5 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: Balkan rivers ecoregion | Statement: [South Morava, belongsToEcoregion, Balkan rivers ecoregion]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Balkan rivers ecoregion
Context triple: [South Morava, belongsToEcoregion, Balkan rivers ecoregion]
  • A. Danube River basin
    The Danube River basin is the extensive catchment area of the Danube River, spanning much of Central and Eastern Europe and draining into the Black Sea.
  • B. Kolubara River region
    The Kolubara River region is an area in western Serbia known for its strategic importance and as the site of significant World War I fighting, including the Battle of Kolubara.
  • C. Mura-Drava-Danube biosphere reserve
    The Mura-Drava-Danube Biosphere Reserve is a UNESCO-designated transboundary protected area spanning parts of Austria, Slovenia, Croatia, Hungary, and Serbia, created to conserve the unique riverine ecosystems and biodiversity along the Mura, Drava, and Danube rivers.
  • D. Sava River basin
    The Sava River basin is the extensive drainage area of the Sava River in Southeast Europe, encompassing parts of several countries and feeding into the Danube River system.
  • E. Raška river valley
    The Raška river valley is a geographic area in southwestern Serbia characterized by the course of the Raška River and historically associated with the medieval Raška region.
  • 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: Balkan rivers ecoregion
Triple: [South Morava, belongsToEcoregion, Balkan rivers ecoregion]
Generated description
The Balkan rivers ecoregion is a freshwater ecological region in the Balkan Peninsula characterized by a dense network of rivers and streams that support high biodiversity and numerous endemic aquatic species.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Balkan rivers ecoregion
Target entity description: The Balkan rivers ecoregion is a freshwater ecological region in the Balkan Peninsula characterized by a dense network of rivers and streams that support high biodiversity and numerous endemic aquatic species.
  • A. Danube River basin
    The Danube River basin is the extensive catchment area of the Danube River, spanning much of Central and Eastern Europe and draining into the Black Sea.
  • B. Kolubara River region
    The Kolubara River region is an area in western Serbia known for its strategic importance and as the site of significant World War I fighting, including the Battle of Kolubara.
  • C. Mura-Drava-Danube biosphere reserve
    The Mura-Drava-Danube Biosphere Reserve is a UNESCO-designated transboundary protected area spanning parts of Austria, Slovenia, Croatia, Hungary, and Serbia, created to conserve the unique riverine ecosystems and biodiversity along the Mura, Drava, and Danube rivers.
  • D. Sava River basin
    The Sava River basin is the extensive drainage area of the Sava River in Southeast Europe, encompassing parts of several countries and feeding into the Danube River system.
  • E. Raška river valley
    The Raška river valley is a geographic area in southwestern Serbia characterized by the course of the Raška River and historically associated with the medieval Raška region.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: belongsToEcoregion
Context triple: [South Morava, belongsToEcoregion, Balkan rivers ecoregion]
  • A. hasMajorEcoregion
    Indicates that an entity is primarily located within, or chiefly associated with, a particular major ecological region.
  • B. ecoregion chosen
    Indicates that one entity is located within, associated with, or belongs to the same ecological region as another entity.
  • C. ecoregionCode
    Indicates the specific ecological region identifier associated with an entity, linking it to a defined environmental or biogeographic zone.
  • D. isEcologicalZone
    Indicates that one entity functions as, or is classified as, an ecological zone in relation to another entity.
  • E. ecoregionContext
    Indicates the environmental or ecological setting within which an entity exists or an interaction occurs, defined by its surrounding ecoregion.
  • F. None of above.

Provenance (6 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_69d86d9cdb648190bf3171be0bd7d872 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04fb4cc0081909efe330339474017 completed April 16, 2026, 2:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff82fcb4e4819097bd0591bbcc3b71 completed May 9, 2026, 6:54 p.m.
NEDg Description generation batch_69ff83ca33d08190816130bf2ea735df completed May 9, 2026, 6:58 p.m.
NED2 Entity disambiguation (via description) batch_69ff8469354c819080b8cfddb7c66be5 completed May 9, 2026, 7 p.m.
PD Predicate disambiguation batch_69e00526759c819088b80d85138b8974 completed April 15, 2026, 9:37 p.m.
Created at: April 10, 2026, 4:46 a.m.