Triple

T15183984
Position Surface form Disambiguated ID Type / Status
Subject Kocani E362818 entity
Predicate hasNearbySettlement P4647 FINISHED
Object Delčevo
Delčevo is a small town in eastern North Macedonia known as a local administrative and cultural center near the border with Bulgaria.
 E1195237 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: Delčevo | Statement: [Kocani, hasNearbySettlement, Delčevo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Delčevo
Context triple: [Kocani, hasNearbySettlement, Delčevo]
  • A. Butovo
    Butovo is a residential district in the southern part of Moscow, Russia, known for its large housing estates and rapid post-Soviet urban development.
  • B. Gabrovo
    Gabrovo is a town in central Bulgaria known for its humor and satire traditions, as well as its historical role in the country’s industrial development.
  • C. 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.
  • D. Velbazhd
    Velbazhd is the historical name of the Bulgarian town of Kyustendil, known as the site of a major medieval battle between Serbian and Bulgarian forces.
  • E. Smolyan
    Smolyan is a Bulgarian town known as an administrative, cultural, and tourist center in the Rhodope Mountains.
  • 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: Delčevo
Triple: [Kocani, hasNearbySettlement, Delčevo]
Generated description
Delčevo is a small town in eastern North Macedonia known as a local administrative and cultural center near the border with Bulgaria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Delčevo
Target entity description: Delčevo is a small town in eastern North Macedonia known as a local administrative and cultural center near the border with Bulgaria.
  • A. Butovo
    Butovo is a residential district in the southern part of Moscow, Russia, known for its large housing estates and rapid post-Soviet urban development.
  • B. Gabrovo
    Gabrovo is a town in central Bulgaria known for its humor and satire traditions, as well as its historical role in the country’s industrial development.
  • C. 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.
  • D. Velbazhd
    Velbazhd is the historical name of the Bulgarian town of Kyustendil, known as the site of a major medieval battle between Serbian and Bulgarian forces.
  • E. Smolyan
    Smolyan is a Bulgarian town known as an administrative, cultural, and tourist center in the Rhodope Mountains.
  • 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_69fff28b707481908611ae8e23de3294 completed May 10, 2026, 2:50 a.m.
NEDg Description generation batch_69fff30874d48190906df0cf14fa279d completed May 10, 2026, 2:52 a.m.
NED2 Entity disambiguation (via description) batch_69fff383ce688190ac6c91f89250557c completed May 10, 2026, 2:54 a.m.
Created at: April 10, 2026, 3:09 a.m.