Triple

T456987
Position Surface form Disambiguated ID Type / Status
Subject Finnish Air Force E7253 entity
Predicate hasUnit P35 FINISHED
Object Air Force Academy
The Air Force Academy is the primary training and educational institution responsible for preparing officers and personnel for service in the Finnish Air Force.
 E57231 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: Air Force Academy | Statement: [Finnish Air Force, hasUnit, Air Force Academy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Air Force Academy
Context triple: [Finnish Air Force, hasUnit, Air Force Academy]
  • A. United States Air Force Academy
    The United States Air Force Academy is a federal service academy in Colorado that educates and commissions officers for the U.S. Air Force and U.S. Space Force through a rigorous academic, military, and athletic program.
  • B. United States Military Academy
    The United States Military Academy is a prestigious federal service academy at West Point, New York, that educates and commissions officers for the U.S. Army.
  • C. United States Naval Academy
    The United States Naval Academy is a prestigious federal service academy in Annapolis, Maryland, that educates and commissions officers for the U.S. Navy and Marine Corps.
  • D. Virginia Military Institute
    Virginia Military Institute is a prestigious public military college in Lexington, Virginia, known for its rigorous academic and military training programs that have produced many notable U.S. military and political leaders.
  • E. United States Merchant Marine Academy
    The United States Merchant Marine Academy is a federal service academy in Kings Point, New York, that educates and trains officers for the U.S. Merchant Marine and other branches of national maritime service.
  • 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: Air Force Academy
Triple: [Finnish Air Force, hasUnit, Air Force Academy]
Generated description
The Air Force Academy is the primary training and educational institution responsible for preparing officers and personnel for service in the Finnish Air Force.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Air Force Academy
Target entity description: The Air Force Academy is the primary training and educational institution responsible for preparing officers and personnel for service in the Finnish Air Force.
  • A. United States Air Force Academy
    The United States Air Force Academy is a federal service academy in Colorado that educates and commissions officers for the U.S. Air Force and U.S. Space Force through a rigorous academic, military, and athletic program.
  • B. United States Military Academy
    The United States Military Academy is a prestigious federal service academy at West Point, New York, that educates and commissions officers for the U.S. Army.
  • C. United States Naval Academy
    The United States Naval Academy is a prestigious federal service academy in Annapolis, Maryland, that educates and commissions officers for the U.S. Navy and Marine Corps.
  • D. Virginia Military Institute
    Virginia Military Institute is a prestigious public military college in Lexington, Virginia, known for its rigorous academic and military training programs that have produced many notable U.S. military and political leaders.
  • E. United States Merchant Marine Academy
    The United States Merchant Marine Academy is a federal service academy in Kings Point, New York, that educates and trains officers for the U.S. Merchant Marine and other branches of national maritime service.
  • 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_69a2e7e5c5bc8190a1dc8178218fba40 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2efa1616481909399f92551a0c9e3 completed Feb. 28, 2026, 1:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69a44cbecca48190ab10a14ed0037339 completed March 1, 2026, 2:27 p.m.
NEDg Description generation batch_69a44d2011948190ae88f3e014bbe6d7 completed March 1, 2026, 2:28 p.m.
NED2 Entity disambiguation (via description) batch_69a44d69d7d08190aeaa3cec973d5a48 completed March 1, 2026, 2:30 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.