Triple

T12354328
Position Surface form Disambiguated ID Type / Status
Subject Kyustendil Province E294568 entity
Predicate hasTown P847 FINISHED
Object Kocherinovo
Kocherinovo is a small town in southwestern Bulgaria known for its location near the Struma River and as part of the Kyustendil administrative region.
 E979845 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: Kocherinovo | Statement: [Kyustendil Province, hasTown, Kocherinovo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kocherinovo
Context triple: [Kyustendil Province, hasTown, Kocherinovo]
  • A. Kopechne
    Kopechne is the surname of Mary Jo Kopechne, the young political campaign specialist whose death in the 1969 Chappaquiddick incident became a major American political scandal.
  • B. Tankove
    Tankove is a rural settlement located within the Bakhchisarai Raion of Crimea.
  • C. Chomutovka
    Chomutovka is a river in the Czech Republic that flows through the city of Chomutov before joining the Ohře River.
  • D. Čerčany
    Čerčany is a small municipality and village in the Central Bohemian Region of the Czech Republic, known for its location along the Sázava River and its role as a local railway junction.
  • E. Chudovo
    Chudovo is a small town in northwestern Russia known for its historical ties to the Novgorod region and its location along important transportation routes between Moscow and St. Petersburg.
  • 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: Kocherinovo
Triple: [Kyustendil Province, hasTown, Kocherinovo]
Generated description
Kocherinovo is a small town in southwestern Bulgaria known for its location near the Struma River and as part of the Kyustendil administrative region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kocherinovo
Target entity description: Kocherinovo is a small town in southwestern Bulgaria known for its location near the Struma River and as part of the Kyustendil administrative region.
  • A. Kopechne
    Kopechne is the surname of Mary Jo Kopechne, the young political campaign specialist whose death in the 1969 Chappaquiddick incident became a major American political scandal.
  • B. Tankove
    Tankove is a rural settlement located within the Bakhchisarai Raion of Crimea.
  • C. Chomutovka
    Chomutovka is a river in the Czech Republic that flows through the city of Chomutov before joining the Ohře River.
  • D. Čerčany
    Čerčany is a small municipality and village in the Central Bohemian Region of the Czech Republic, known for its location along the Sázava River and its role as a local railway junction.
  • E. Chudovo
    Chudovo is a small town in northwestern Russia known for its historical ties to the Novgorod region and its location along important transportation routes between Moscow and St. Petersburg.
  • 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_69d6ab6ccbec8190b09e2d357aa80064 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f8bc60c8190b0ceb84093e70db4 completed April 10, 2026, 6:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62ab2dc30819082b12fa35f585762 completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62be420308190bcb00d8b37b09ea2 completed May 2, 2026, 4:52 p.m.
NED2 Entity disambiguation (via description) batch_69f63050f5d48190881688d12c4c1819 completed May 2, 2026, 5:11 p.m.
Created at: April 8, 2026, 9:54 p.m.