Triple

T4715965
Position Surface form Disambiguated ID Type / Status
Subject Yverdon-les-Bains E104638 entity
Predicate hasTwinTown P919 FINISHED
Object Prokuplje
Prokuplje is a town and municipality in southern Serbia known for its historical heritage and agricultural surroundings.
 E475622 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: Prokuplje | Statement: [Yverdon-les-Bains, hasTwinTown, Prokuplje]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Prokuplje
Context triple: [Yverdon-les-Bains, hasTwinTown, Prokuplje]
  • A. Prijedor
    Prijedor is a city in northwestern Bosnia and Herzegovina known for its industrial heritage and its significant role and tragic events during the Bosnian War.
  • B. Zrenjanin
    Zrenjanin is a city in northern Serbia known as an economic, cultural, and administrative center of the Banat region.
  • C. Sremski Karlovci
    Sremski Karlovci is a historic Serbian town on the Danube known as a former religious and cultural center, particularly significant in Serbian Orthodox and Habsburg-era history.
  • D. Slavonski Brod
    Slavonski Brod is a major city in eastern Croatia situated on the border with Bosnia and Herzegovina, known as an important industrial and transport hub on the Sava River.
  • E. Sombor
    Sombor is a historic city in northern Serbia known for its tree-lined streets, cultural heritage, and role as an administrative and economic center of the Bačka 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: Prokuplje
Triple: [Yverdon-les-Bains, hasTwinTown, Prokuplje]
Generated description
Prokuplje is a town and municipality in southern Serbia known for its historical heritage and agricultural surroundings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Prokuplje
Target entity description: Prokuplje is a town and municipality in southern Serbia known for its historical heritage and agricultural surroundings.
  • A. Prijedor
    Prijedor is a city in northwestern Bosnia and Herzegovina known for its industrial heritage and its significant role and tragic events during the Bosnian War.
  • B. Zrenjanin
    Zrenjanin is a city in northern Serbia known as an economic, cultural, and administrative center of the Banat region.
  • C. Sremski Karlovci
    Sremski Karlovci is a historic Serbian town on the Danube known as a former religious and cultural center, particularly significant in Serbian Orthodox and Habsburg-era history.
  • D. Slavonski Brod
    Slavonski Brod is a major city in eastern Croatia situated on the border with Bosnia and Herzegovina, known as an important industrial and transport hub on the Sava River.
  • E. Sombor
    Sombor is a historic city in northern Serbia known for its tree-lined streets, cultural heritage, and role as an administrative and economic center of the Bačka region.
  • 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_69bd43ec4a348190bc41afae43375e71 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd640a32ec8190850146957885c3cf completed March 20, 2026, 3:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69be5c8a20a88190a668251abbc1c7c8 completed March 21, 2026, 8:53 a.m.
NEDg Description generation batch_69be6092fb608190a63a32dbf115a6b2 completed March 21, 2026, 9:10 a.m.
NED2 Entity disambiguation (via description) batch_69be647866088190bbb572a9b8c1cfc1 completed March 21, 2026, 9:27 a.m.
Created at: March 20, 2026, 1:18 p.m.