Triple

T1828265
Position Surface form Disambiguated ID Type / Status
Subject Pohjanmaa-class corvette E40701 entity
Predicate partOfProgram P2543 FINISHED
Object Squadron 2020 program
The Squadron 2020 program is the Finnish Navy’s major modernization initiative to build a new fleet of multi-role Pohjanmaa-class corvettes to replace aging surface combatants and enhance Finland’s maritime defense capabilities.
E203334 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: Squadron 2020 program | Statement: [Pohjanmaa-class corvette, partOfProgram, Squadron 2020 program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Squadron 2020 program
Context triple: [Pohjanmaa-class corvette, partOfProgram, Squadron 2020 program]
  • A. Joint Strike Fighter program
    The Joint Strike Fighter program is a multinational defense initiative led by the United States to develop and produce the F-35 Lightning II family of advanced stealth multirole combat aircraft.
  • B. KC-X program
    The KC-X program was a U.S. Air Force acquisition initiative to develop and procure a next-generation aerial refueling tanker to replace aging KC-135 aircraft.
  • C. Space Delta 2
    Space Delta 2 is a unit of the United States Space Force responsible for space domain awareness and tracking objects in Earth’s orbit.
  • D. United States Air Force FX program
    The United States Air Force FX program was a Cold War-era fighter development initiative that led to the creation of the F-15 Eagle, a high-performance air superiority fighter designed to counter advanced Soviet aircraft.
  • E. Joint Advanced Strike Technology program
    The Joint Advanced Strike Technology program was a U.S. defense research and development initiative that laid the technological and conceptual groundwork for what became the Joint Strike Fighter (F-35) program.
  • 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: Squadron 2020 program
Triple: [Pohjanmaa-class corvette, partOfProgram, Squadron 2020 program]
Generated description
The Squadron 2020 program is the Finnish Navy’s major modernization initiative to build a new fleet of multi-role Pohjanmaa-class corvettes to replace aging surface combatants and enhance Finland’s maritime defense capabilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Squadron 2020 program
Target entity description: The Squadron 2020 program is the Finnish Navy’s major modernization initiative to build a new fleet of multi-role Pohjanmaa-class corvettes to replace aging surface combatants and enhance Finland’s maritime defense capabilities.
  • A. Joint Strike Fighter program
    The Joint Strike Fighter program is a multinational defense initiative led by the United States to develop and produce the F-35 Lightning II family of advanced stealth multirole combat aircraft.
  • B. KC-X program
    The KC-X program was a U.S. Air Force acquisition initiative to develop and procure a next-generation aerial refueling tanker to replace aging KC-135 aircraft.
  • C. Space Delta 2
    Space Delta 2 is a unit of the United States Space Force responsible for space domain awareness and tracking objects in Earth’s orbit.
  • D. United States Air Force FX program
    The United States Air Force FX program was a Cold War-era fighter development initiative that led to the creation of the F-15 Eagle, a high-performance air superiority fighter designed to counter advanced Soviet aircraft.
  • E. Joint Advanced Strike Technology program
    The Joint Advanced Strike Technology program was a U.S. defense research and development initiative that laid the technological and conceptual groundwork for what became the Joint Strike Fighter (F-35) program.
  • 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_69a8864644bc8190b2358ab897194ac1 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb01191208190a7eaf3036638ec40 completed March 7, 2026, 4:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69adbf6b4bdc8190b53dbdc9c31e3685 completed March 8, 2026, 6:26 p.m.
NEDg Description generation batch_69adc07fff60819092b10dd0e417ac5a completed March 8, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69adc0fd79c48190864f53a90517edc6 completed March 8, 2026, 6:33 p.m.
Created at: March 4, 2026, 7:32 p.m.