Triple

T18456243
Position Surface form Disambiguated ID Type / Status
Subject Northern Ostrobothnia E450908 entity
Predicate hasMunicipality P847 FINISHED
Object Lumijoki
Lumijoki is a small rural municipality in northern Finland known for its flat landscapes, agriculture, and proximity to the Gulf of Bothnia.
 E1330446 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: Lumijoki | Statement: [Northern Ostrobothnia, hasMunicipality, Lumijoki]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lumijoki
Context triple: [Northern Ostrobothnia, hasMunicipality, Lumijoki]
  • A. Ilmajoki
    Ilmajoki is a rural municipality in Southern Ostrobothnia, western Finland, known for its agricultural landscape and strong local cultural traditions.
  • B. Kuusjoki
    Kuusjoki was a former municipality in Southwest Finland that later became part of the city of Salo.
  • C. Keravanjoki
    Keravanjoki is a river in southern Finland that flows through the town of Kerava before joining the Vantaa River.
  • D. Kemijoki
    Kemijoki is the longest river in Finland, flowing through Lapland to the Gulf of Bothnia and serving as a major source of hydroelectric power.
  • E. Karijoki
    Karijoki is a small rural municipality in western Finland known for its agricultural landscape and quiet countryside.
  • 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: Lumijoki
Triple: [Northern Ostrobothnia, hasMunicipality, Lumijoki]
Generated description
Lumijoki is a small rural municipality in northern Finland known for its flat landscapes, agriculture, and proximity to the Gulf of Bothnia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lumijoki
Target entity description: Lumijoki is a small rural municipality in northern Finland known for its flat landscapes, agriculture, and proximity to the Gulf of Bothnia.
  • A. Ilmajoki
    Ilmajoki is a rural municipality in Southern Ostrobothnia, western Finland, known for its agricultural landscape and strong local cultural traditions.
  • B. Kuusjoki
    Kuusjoki was a former municipality in Southwest Finland that later became part of the city of Salo.
  • C. Keravanjoki
    Keravanjoki is a river in southern Finland that flows through the town of Kerava before joining the Vantaa River.
  • D. Kemijoki
    Kemijoki is the longest river in Finland, flowing through Lapland to the Gulf of Bothnia and serving as a major source of hydroelectric power.
  • E. Karijoki
    Karijoki is a small rural municipality in western Finland known for its agricultural landscape and quiet countryside.
  • 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_69d8d38345688190b565eac2e4cd7935 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5264c10408190b2085ade88655c7d completed April 19, 2026, 7 p.m.
NED1 Entity disambiguation (via context triple) batch_6a049ac8b5508190874d0bb35aa230bc completed May 13, 2026, 3:37 p.m.
NEDg Description generation batch_6a049c5527b08190ad1e42668c4ca959 completed May 13, 2026, 3:44 p.m.
NED2 Entity disambiguation (via description) batch_6a049ccb59108190870c11bd11949f3b completed May 13, 2026, 3:46 p.m.
Created at: April 10, 2026, 11:31 a.m.