Triple

T15183982
Position Surface form Disambiguated ID Type / Status
Subject Kocani E362818 entity
Predicate hasNearbySettlement P4647 FINISHED
Object Štip
Štip is a historic city in eastern North Macedonia known as a regional cultural, educational, and economic center.
 E1162679 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: Štip | Statement: [Kocani, hasNearbySettlement, Štip]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Štip
Context triple: [Kocani, hasNearbySettlement, Štip]
  • A. Monastir
    Monastir is a coastal city in central-eastern Tunisia, known as a historic port and the birthplace and burial place of the country’s first president, Habib Bourguiba.
  • B. Monastir
    Monastir, known today as Bitola in North Macedonia, is a historic Balkan city that played a significant strategic role during World War I.
  • C. Monastir
    Monastir is a small town and municipality in southern Sardinia, Italy, known for its agricultural activities and proximity to the regional capital Cagliari.
  • D. Kumanovo
    Kumanovo is a city in northern North Macedonia known for its historical significance and as the site where the 1999 Kumanovo Agreement ending the Kosovo War was signed.
  • E. Prilep
    Prilep is a historic city in present-day North Macedonia known for its medieval fortresses, Ottoman-era architecture, and role as a regional cultural and economic center.
  • 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: Štip
Triple: [Kocani, hasNearbySettlement, Štip]
Generated description
Štip is a historic city in eastern North Macedonia known as a regional cultural, educational, and economic center.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Štip
Target entity description: Štip is a historic city in eastern North Macedonia known as a regional cultural, educational, and economic center.
  • A. Monastir
    Monastir, known today as Bitola in North Macedonia, is a historic Balkan city that played a significant strategic role during World War I.
  • B. Monastir
    Monastir is a coastal city in central-eastern Tunisia, known as a historic port and the birthplace and burial place of the country’s first president, Habib Bourguiba.
  • C. Monastir
    Monastir is a small town and municipality in southern Sardinia, Italy, known for its agricultural activities and proximity to the regional capital Cagliari.
  • D. Kumanovo
    Kumanovo is a city in northern North Macedonia known for its historical significance and as the site where the 1999 Kumanovo Agreement ending the Kosovo War was signed.
  • E. Prilep
    Prilep is a historic city in present-day North Macedonia known for its medieval fortresses, Ottoman-era architecture, and role as a regional cultural and economic center.
  • 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_69d85a09a39c81908759f23268e2d408 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e006674c088190ba635a78c30f5637 completed April 15, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff3d3b3fc0819094daf892200bd1ac completed May 9, 2026, 1:57 p.m.
NEDg Description generation batch_69ff40fa8b8c8190b75987e897a20cf5 completed May 9, 2026, 2:13 p.m.
NED2 Entity disambiguation (via description) batch_69ff4158866c819087240d56e613f75c completed May 9, 2026, 2:14 p.m.
Created at: April 10, 2026, 3:09 a.m.