Triple

T7993027
Position Surface form Disambiguated ID Type / Status
Subject Macedonia Square E186053 entity
Predicate partOf P40 FINISHED
Object Skopje 2014 project area
The Skopje 2014 project area is a large-scale urban redevelopment zone in North Macedonia’s capital, characterized by extensive neoclassical-style buildings, monuments, and public spaces intended to reshape the city’s historic and cultural image.
E710993 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: Skopje 2014 project area | Statement: [Macedonia Square, partOf, Skopje 2014 project area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Skopje 2014 project area
Context triple: [Macedonia Square, partOf, Skopje 2014 project area]
  • A. Rabotnički Skopje
    Rabotnički Skopje is a professional football club from Skopje, North Macedonia, known for competing in the country’s top division and developing notable players.
  • B. Skopje Region
    Skopje Region is an administrative region in North Macedonia that encompasses the capital city of Skopje and serves as the country’s political, economic, and cultural hub.
  • C. Skopje
    Skopje is the capital and largest city of North Macedonia, known for its historic Ottoman and Byzantine heritage alongside extensive modern redevelopment.
  • D. Stone Bridge, Skopje
    Stone Bridge in Skopje is an iconic historic Ottoman-era bridge spanning the Vardar River and serving as a symbol of the city.
  • E. Skopje Fortress
    Skopje Fortress is a historic hilltop stronghold overlooking North Macedonia’s capital, notable for its strategic location and archaeological remains spanning several eras.
  • 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: Skopje 2014 project area
Triple: [Macedonia Square, partOf, Skopje 2014 project area]
Generated description
The Skopje 2014 project area is a large-scale urban redevelopment zone in North Macedonia’s capital, characterized by extensive neoclassical-style buildings, monuments, and public spaces intended to reshape the city’s historic and cultural image.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Skopje 2014 project area
Target entity description: The Skopje 2014 project area is a large-scale urban redevelopment zone in North Macedonia’s capital, characterized by extensive neoclassical-style buildings, monuments, and public spaces intended to reshape the city’s historic and cultural image.
  • A. Rabotnički Skopje
    Rabotnički Skopje is a professional football club from Skopje, North Macedonia, known for competing in the country’s top division and developing notable players.
  • B. Skopje Region
    Skopje Region is an administrative region in North Macedonia that encompasses the capital city of Skopje and serves as the country’s political, economic, and cultural hub.
  • C. Skopje
    Skopje is the capital and largest city of North Macedonia, known for its historic Ottoman and Byzantine heritage alongside extensive modern redevelopment.
  • D. Stone Bridge, Skopje
    Stone Bridge in Skopje is an iconic historic Ottoman-era bridge spanning the Vardar River and serving as a symbol of the city.
  • E. Skopje Fortress
    Skopje Fortress is a historic hilltop stronghold overlooking North Macedonia’s capital, notable for its strategic location and archaeological remains spanning several eras.
  • 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_69ca829c6c308190ab05b43d234c52b2 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3c729afc81909d477b1623ac3f9d completed March 31, 2026, 3:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc63bcae048190a3fd151b2d8f9f77 completed April 1, 2026, 12:15 a.m.
NEDg Description generation batch_69cc64bd6a088190b77e2709c76579e4 completed April 1, 2026, 12:20 a.m.
NED2 Entity disambiguation (via description) batch_69cc66b0e1548190840e4335ff2b130f completed April 1, 2026, 12:28 a.m.
Created at: March 30, 2026, 5:16 p.m.