Triple

T20064292
Position Surface form Disambiguated ID Type / Status
Subject Maleshevo Mountains E499565 entity
Predicate hasSettlementNearby P7611 FINISHED
Object Berovo
Berovo is a small town in eastern North Macedonia known for its tranquil mountain setting, clean air, and nearby Berovo Lake, making it a popular destination for nature tourism and relaxation.
E1422166 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: Berovo | Statement: [Maleshevo Mountains, hasSettlementNearby, Berovo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Berovo
Context triple: [Maleshevo Mountains, hasSettlementNearby, Berovo]
  • A. Orešković
    Orešković is a Croatian surname borne by several notable figures in Croatian politics, sports, and public life.
  • B. Stolac
    Stolac is a historic town in southern Bosnia and Herzegovina known for its rich cultural heritage, Ottoman-era architecture, and nearby medieval necropolises.
  • C. Dedinje
    Dedinje is an affluent residential neighborhood in Belgrade, Serbia, known for its villas, diplomatic residences, and prominent landmarks.
  • D. Omišalj
    Omišalj is a historic coastal town and tourist destination on the northern part of the Croatian island of Krk, overlooking the Kvarner Gulf.
  • E. Crnogorci
    Crnogorci are a South Slavic ethnic group primarily associated with the country of Montenegro, known for their distinct cultural and historical identity in the Balkans.
  • 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: Berovo
Triple: [Maleshevo Mountains, hasSettlementNearby, Berovo]
Generated description
Berovo is a small town in eastern North Macedonia known for its tranquil mountain setting, clean air, and nearby Berovo Lake, making it a popular destination for nature tourism and relaxation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Berovo
Target entity description: Berovo is a small town in eastern North Macedonia known for its tranquil mountain setting, clean air, and nearby Berovo Lake, making it a popular destination for nature tourism and relaxation.
  • A. Orešković
    Orešković is a Croatian surname borne by several notable figures in Croatian politics, sports, and public life.
  • B. Stolac
    Stolac is a historic town in southern Bosnia and Herzegovina known for its rich cultural heritage, Ottoman-era architecture, and nearby medieval necropolises.
  • C. Dedinje
    Dedinje is an affluent residential neighborhood in Belgrade, Serbia, known for its villas, diplomatic residences, and prominent landmarks.
  • D. Omišalj
    Omišalj is a historic coastal town and tourist destination on the northern part of the Croatian island of Krk, overlooking the Kvarner Gulf.
  • E. Crnogorci
    Crnogorci are a South Slavic ethnic group primarily associated with the country of Montenegro, known for their distinct cultural and historical identity in the Balkans.
  • 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_69da6276bcf48190aabbf279192a5fb4 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e663787190819096b2b78b38c1bf12 completed April 20, 2026, 5:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a085a0cc52c8190ac27180a9d86bba7 completed May 16, 2026, 11:50 a.m.
NEDg Description generation batch_6a085ac5b5f4819083c4d12e9cabc758 completed May 16, 2026, 11:53 a.m.
NED2 Entity disambiguation (via description) batch_6a085bc0781c81909fc53a83291badc0 completed May 16, 2026, 11:57 a.m.
Created at: April 11, 2026, 3:39 p.m.