Triple

T15463493
Position Surface form Disambiguated ID Type / Status
Subject Operation T E371963 entity
Predicate coordinateWith P1140 FINISHED
Object Finnish IV Corps operations in Lapland
Finnish IV Corps operations in Lapland were World War II-era Finnish military campaigns conducted in northern Finland, particularly during the Lapland War against German forces.
E1158997 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: Finnish IV Corps operations in Lapland | Statement: [Operation T, coordinateWith, Finnish IV Corps operations in Lapland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Finnish IV Corps operations in Lapland
Context triple: [Operation T, coordinateWith, Finnish IV Corps operations in Lapland]
  • A. German Army units in Lapland
    German Army units in Lapland were Wehrmacht forces stationed in northern Finland and Norway, tasked with conducting defensive and withdrawal operations in the Arctic theater during the later stages of World War II.
  • B. North Karelian operations
    North Karelian operations were a series of Finnish and Soviet military engagements in the northern part of Karelia during the Winter War of 1939–1940.
  • C. Northern Front in Finland
    The Northern Front in Finland was a World War II combat zone in northern Finland where Finnish and German forces, including those led by General Hjalmar Siilasvuo, fought primarily against the Soviet Union.
  • D. Finnish field army on the Karelian Isthmus
    The Finnish field army on the Karelian Isthmus was the main Finnish defensive force that held the crucial front against the Red Army during the Winter War of 1939–1940.
  • E. Finnish–Soviet front in World War II
    The Finnish–Soviet front in World War II was the series of land, air, and naval campaigns fought between Finland and the Soviet Union, primarily in the Winter War (1939–1940) and Continuation War (1941–1944), along their shared northern European border.
  • 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: Finnish IV Corps operations in Lapland
Triple: [Operation T, coordinateWith, Finnish IV Corps operations in Lapland]
Generated description
Finnish IV Corps operations in Lapland were World War II-era Finnish military campaigns conducted in northern Finland, particularly during the Lapland War against German forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Finnish IV Corps operations in Lapland
Target entity description: Finnish IV Corps operations in Lapland were World War II-era Finnish military campaigns conducted in northern Finland, particularly during the Lapland War against German forces.
  • A. German Army units in Lapland
    German Army units in Lapland were Wehrmacht forces stationed in northern Finland and Norway, tasked with conducting defensive and withdrawal operations in the Arctic theater during the later stages of World War II.
  • B. North Karelian operations
    North Karelian operations were a series of Finnish and Soviet military engagements in the northern part of Karelia during the Winter War of 1939–1940.
  • C. Northern Front in Finland
    The Northern Front in Finland was a World War II combat zone in northern Finland where Finnish and German forces, including those led by General Hjalmar Siilasvuo, fought primarily against the Soviet Union.
  • D. Finnish field army on the Karelian Isthmus
    The Finnish field army on the Karelian Isthmus was the main Finnish defensive force that held the crucial front against the Red Army during the Winter War of 1939–1940.
  • E. Finnish–Soviet front in World War II
    The Finnish–Soviet front in World War II was the series of land, air, and naval campaigns fought between Finland and the Soviet Union, primarily in the Winter War (1939–1940) and Continuation War (1941–1944), along their shared northern European border.
  • 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_69d85cc8bd308190886949510b42e764 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03f1927708190a0d2b63e75469a0e completed April 16, 2026, 1:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff2cff942081908a2f5351079666a3 completed May 9, 2026, 12:47 p.m.
NEDg Description generation batch_69ff2ed38a8c8190af82acf2a90a1433 completed May 9, 2026, 12:55 p.m.
NED2 Entity disambiguation (via description) batch_69ff2f3ab6988190b4cefe2f55c4101c completed May 9, 2026, 12:57 p.m.
Created at: April 10, 2026, 3:33 a.m.