Triple

T14414441
Position Surface form Disambiguated ID Type / Status
Subject Kuopio E357411 entity
Predicate hasTransport P1298 FINISHED
Object Port of Kuopio
The Port of Kuopio is an inland harbor in Kuopio, Finland, serving as a key passenger and cargo hub on Lake Kallavesi and the Saimaa lake system.
E1097115 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: Port of Kuopio | Statement: [Kuopio, hasTransport, Port of Kuopio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Port of Kuopio
Context triple: [Kuopio, hasTransport, Port of Kuopio]
  • A. Port of Kokkola
    The Port of Kokkola is a major Finnish seaport on the Gulf of Bothnia that serves as an important hub for bulk cargo, industry, and international trade.
  • B. Port of Kemi
    The Port of Kemi is a Finnish seaport on the northern Gulf of Bothnia that serves as an important hub for regional industry and cargo traffic in Lapland.
  • C. Port of Pori
    The Port of Pori is a significant Finnish seaport on the west coast that serves as an important hub for the country’s maritime trade and cargo traffic.
  • D. Port of Kotka
    The Port of Kotka is a major Finnish seaport on the Gulf of Finland that serves as an important hub for international cargo traffic and logistics.
  • E. Port of Oulu
    The Port of Oulu is a key Finnish seaport on the Gulf of Bothnia that serves as an important hub for regional cargo traffic and industry.
  • 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: Port of Kuopio
Triple: [Kuopio, hasTransport, Port of Kuopio]
Generated description
The Port of Kuopio is an inland harbor in Kuopio, Finland, serving as a key passenger and cargo hub on Lake Kallavesi and the Saimaa lake system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Port of Kuopio
Target entity description: The Port of Kuopio is an inland harbor in Kuopio, Finland, serving as a key passenger and cargo hub on Lake Kallavesi and the Saimaa lake system.
  • A. Port of Kokkola
    The Port of Kokkola is a major Finnish seaport on the Gulf of Bothnia that serves as an important hub for bulk cargo, industry, and international trade.
  • B. Port of Kemi
    The Port of Kemi is a Finnish seaport on the northern Gulf of Bothnia that serves as an important hub for regional industry and cargo traffic in Lapland.
  • C. Port of Pori
    The Port of Pori is a significant Finnish seaport on the west coast that serves as an important hub for the country’s maritime trade and cargo traffic.
  • D. Port of Kotka
    The Port of Kotka is a major Finnish seaport on the Gulf of Finland that serves as an important hub for international cargo traffic and logistics.
  • E. Port of Oulu
    The Port of Oulu is a key Finnish seaport on the Gulf of Bothnia that serves as an important hub for regional cargo traffic and industry.
  • 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_69d82793421c8190861eb0e673b085de completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de90cc99208190a2313b1acfb5d802 completed April 14, 2026, 7:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd552a75ec8190b966d509d315ca60 completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd56844d7c8190906b6550fb1c28d5 completed May 8, 2026, 3:20 a.m.
NED2 Entity disambiguation (via description) batch_69fd5731c9188190bda2958bef87dfe2 completed May 8, 2026, 3:23 a.m.
Created at: April 10, 2026, 1:17 a.m.