Triple

T3376812
Position Surface form Disambiguated ID Type / Status
Subject High Mobility Artillery Rocket System E71084 entity
Predicate usedBy P260 FINISHED
Object Armed Forces of Latvia
The Armed Forces of Latvia are the national military of Latvia, responsible for the country’s defense and participation in NATO and international security operations.
 E353867 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: Armed Forces of Latvia | Statement: [High Mobility Artillery Rocket System, usedBy, Armed Forces of Latvia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Armed Forces of Latvia
Context triple: [High Mobility Artillery Rocket System, usedBy, Armed Forces of Latvia]
  • A. Lithuanian Armed Forces
    The Lithuanian Armed Forces are the military organization of Lithuania, responsible for national defense and participation in international security operations as a member of NATO and the European Union.
  • B. Latvian Naval Forces
    The Latvian Naval Forces are the maritime branch of Latvia’s National Armed Forces, responsible for coastal defense, mine countermeasures, and contributing to NATO naval operations in the Baltic Sea region.
  • C. Estonian Defence Forces
    The Estonian Defence Forces are the unified military organization of Estonia, responsible for national defense and participation in international security operations as a member of NATO.
  • D. Armed Forces of Belarus
    The Armed Forces of Belarus are the national military of Belarus, formed after the dissolution of the Soviet Union and responsible for the country’s defense and security.
  • E. Latvian Legion
    The Latvian Legion was a World War II military formation composed largely of Latvian volunteers and conscripts serving within the Waffen-SS under German command on the Eastern Front.
  • 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: Armed Forces of Latvia
Triple: [High Mobility Artillery Rocket System, usedBy, Armed Forces of Latvia]
Generated description
The Armed Forces of Latvia are the national military of Latvia, responsible for the country’s defense and participation in NATO and international security operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Armed Forces of Latvia
Target entity description: The Armed Forces of Latvia are the national military of Latvia, responsible for the country’s defense and participation in NATO and international security operations.
  • A. Lithuanian Armed Forces
    The Lithuanian Armed Forces are the military organization of Lithuania, responsible for national defense and participation in international security operations as a member of NATO and the European Union.
  • B. Latvian Naval Forces
    The Latvian Naval Forces are the maritime branch of Latvia’s National Armed Forces, responsible for coastal defense, mine countermeasures, and contributing to NATO naval operations in the Baltic Sea region.
  • C. Estonian Defence Forces
    The Estonian Defence Forces are the unified military organization of Estonia, responsible for national defense and participation in international security operations as a member of NATO.
  • D. Armed Forces of Belarus
    The Armed Forces of Belarus are the national military of Belarus, formed after the dissolution of the Soviet Union and responsible for the country’s defense and security.
  • E. Latvian Legion
    The Latvian Legion was a World War II military formation composed largely of Latvian volunteers and conscripts serving within the Waffen-SS under German command on the Eastern Front.
  • 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_69ad85a7f80c8190a05e43013f298942 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb2e776508190bc123fb17b36f062 completed March 8, 2026, 5:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69b334490bf08190aa119e72d12f5e4b completed March 12, 2026, 9:46 p.m.
NEDg Description generation batch_69b334d1e3348190b231a33058ee08a5 completed March 12, 2026, 9:49 p.m.
NED2 Entity disambiguation (via description) batch_69b33901299481908615762989e45e7c completed March 12, 2026, 10:06 p.m.
Created at: March 8, 2026, 3:13 p.m.