Triple

T5805107
Position Surface form Disambiguated ID Type / Status
Subject Oulu E128725 entity
Predicate hasNeighbouringMunicipality P224 FINISHED
Object Kempele
Kempele is a rapidly growing municipality in Northern Ostrobothnia, Finland, located just south of the city of Oulu.
 E572825 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: Kempele | Statement: [Oulu, hasNeighbouringMunicipality, Kempele]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kempele
Context triple: [Oulu, hasNeighbouringMunicipality, Kempele]
  • A. Kerava
    Kerava is a small city in southern Finland known as a commuter town within the Greater Helsinki region.
  • B. Kauriala
    Kauriala is an alternative name for the Ghaghara, a major Himalayan river that flows through Nepal and northern India before joining the Ganges.
  • C. Rieste
    Rieste is a small municipality in Lower Saxony, Germany, situated within the Osnabrück district.
  • D. Kokkola
    Kokkola is a coastal city in western Finland known for its maritime heritage and role as a military and naval hub.
  • E. Imatra
    Imatra is a town and municipality in southeastern Finland known for its industrial history, proximity to the Russian border, and the Imatrankoski rapids.
  • 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: Kempele
Triple: [Oulu, hasNeighbouringMunicipality, Kempele]
Generated description
Kempele is a rapidly growing municipality in Northern Ostrobothnia, Finland, located just south of the city of Oulu.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kempele
Target entity description: Kempele is a rapidly growing municipality in Northern Ostrobothnia, Finland, located just south of the city of Oulu.
  • A. Kerava
    Kerava is a small city in southern Finland known as a commuter town within the Greater Helsinki region.
  • B. Kauriala
    Kauriala is an alternative name for the Ghaghara, a major Himalayan river that flows through Nepal and northern India before joining the Ganges.
  • C. Rieste
    Rieste is a small municipality in Lower Saxony, Germany, situated within the Osnabrück district.
  • D. Kokkola
    Kokkola is a coastal city in western Finland known for its maritime heritage and role as a military and naval hub.
  • E. Imatra
    Imatra is a town and municipality in southeastern Finland known for its industrial history, proximity to the Russian border, and the Imatrankoski rapids.
  • 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_69c00846a0d881909e46841f8e156b64 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02b1461a48190be2042dd3823d02e completed March 22, 2026, 5:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1411fbd448190be3c3b6a5942ef83 completed March 23, 2026, 1:33 p.m.
NEDg Description generation batch_69c14626cab4819092843ff0ea83a6f1 completed March 23, 2026, 1:54 p.m.
NED2 Entity disambiguation (via description) batch_69c146d749dc8190b59f6e0001b5729d completed March 23, 2026, 1:57 p.m.
Created at: March 22, 2026, 3:52 p.m.