Triple

T7542228
Position Surface form Disambiguated ID Type / Status
Subject Vardar River E178306 entity
Predicate flowsThroughCity P10456 FINISHED
Object Gostivar
Gostivar is a city in northwestern North Macedonia, known for its diverse population and location near the source of the Vardar River at the foot of the Šar Mountains.
 E671078 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: Gostivar | Statement: [Vardar River, flowsThroughCity, Gostivar]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gostivar
Context triple: [Vardar River, flowsThroughCity, Gostivar]
  • A. Viminacium
    Viminacium was a major Roman city and military camp on the Danube, located in the province of Moesia (in present-day Serbia), known for its strategic importance and extensive archaeological remains.
  • B. 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.
  • C. Nikšić
    Nikšić is one of the largest cities in Montenegro, known as an important industrial, cultural, and educational center of the country.
  • 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. Supetar
    Supetar is the main port and largest town on the Croatian island of Brač, known for its Adriatic seaside setting and role as a local tourism and transport hub.
  • 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: Gostivar
Triple: [Vardar River, flowsThroughCity, Gostivar]
Generated description
Gostivar is a city in northwestern North Macedonia, known for its diverse population and location near the source of the Vardar River at the foot of the Šar Mountains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gostivar
Target entity description: Gostivar is a city in northwestern North Macedonia, known for its diverse population and location near the source of the Vardar River at the foot of the Šar Mountains.
  • A. Viminacium
    Viminacium was a major Roman city and military camp on the Danube, located in the province of Moesia (in present-day Serbia), known for its strategic importance and extensive archaeological remains.
  • B. 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.
  • C. Nikšić
    Nikšić is one of the largest cities in Montenegro, known as an important industrial, cultural, and educational center of the country.
  • 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. Supetar
    Supetar is the main port and largest town on the Croatian island of Brač, known for its Adriatic seaside setting and role as a local tourism and transport hub.
  • 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_69c69f2be3888190a6667a27f8f195e9 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f8762b048190a0b262f9cb3fe1b0 completed March 27, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c84f1d1e148190be015c62ae1ea1e8 completed March 28, 2026, 9:58 p.m.
NEDg Description generation batch_69c84fe59f24819094e11378ed57963f completed March 28, 2026, 10:02 p.m.
NED2 Entity disambiguation (via description) batch_69c8506a7f4c8190be0f97e434bbeed7 completed March 28, 2026, 10:04 p.m.
Created at: March 27, 2026, 3:48 p.m.