Triple

T3888833
Position Surface form Disambiguated ID Type / Status
Subject Middle East theatre of World War II E88007 entity
Predicate describedBySource P519 FINISHED
Object US Army Center of Military History publications
The US Army Center of Military History publications are official, scholarly works produced by the U.S. Army that document and analyze the service’s role, operations, and campaigns throughout military history, including in the Middle East during World War II.
E397880 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: US Army Center of Military History publications | Statement: [Middle East theatre of World War II, describedBySource, US Army Center of Military History publications]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: US Army Center of Military History publications
Context triple: [Middle East theatre of World War II, describedBySource, US Army Center of Military History publications]
  • A. Army University Press
    Army University Press is the U.S. Army’s professional publishing and multimedia organization that produces doctrinal, educational, and scholarly materials to support leader development and military education.
  • B. Center for Army Lessons Learned
    The Center for Army Lessons Learned is a U.S. Army organization that collects, analyzes, and disseminates operational insights and best practices to improve training, doctrine, and readiness across the force.
  • C. United States military history
    United States military history encompasses the development, actions, and impact of the U.S. armed forces from the colonial era to the present, including major wars, conflicts, and strategic doctrines that have shaped both the nation and global affairs.
  • D. Marine Corps leadership publications
    Marine Corps leadership publications are official doctrinal and training materials that define and guide the leadership principles, ethics, and professional conduct expected of United States Marines.
  • E. United States Marine Corps History Division
    The United States Marine Corps History Division is the official organization responsible for researching, preserving, and documenting the history and heritage of the U.S. Marine Corps, including oversight of its historical collections and museums.
  • 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: US Army Center of Military History publications
Triple: [Middle East theatre of World War II, describedBySource, US Army Center of Military History publications]
Generated description
The US Army Center of Military History publications are official, scholarly works produced by the U.S. Army that document and analyze the service’s role, operations, and campaigns throughout military history, including in the Middle East during World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: US Army Center of Military History publications
Target entity description: The US Army Center of Military History publications are official, scholarly works produced by the U.S. Army that document and analyze the service’s role, operations, and campaigns throughout military history, including in the Middle East during World War II.
  • A. Army University Press
    Army University Press is the U.S. Army’s professional publishing and multimedia organization that produces doctrinal, educational, and scholarly materials to support leader development and military education.
  • B. Center for Army Lessons Learned
    The Center for Army Lessons Learned is a U.S. Army organization that collects, analyzes, and disseminates operational insights and best practices to improve training, doctrine, and readiness across the force.
  • C. United States military history
    United States military history encompasses the development, actions, and impact of the U.S. armed forces from the colonial era to the present, including major wars, conflicts, and strategic doctrines that have shaped both the nation and global affairs.
  • D. Marine Corps leadership publications
    Marine Corps leadership publications are official doctrinal and training materials that define and guide the leadership principles, ethics, and professional conduct expected of United States Marines.
  • E. United States Marine Corps History Division
    The United States Marine Corps History Division is the official organization responsible for researching, preserving, and documenting the history and heritage of the U.S. Marine Corps, including oversight of its historical collections and museums.
  • 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_69aed9466d548190939f5217a23ed4ac completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeecad4bf081909ae45a69d22468fa completed March 9, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b51c8f299c8190a6a53ec59837b402 completed March 14, 2026, 8:30 a.m.
NEDg Description generation batch_69b51d51e52881908f798b12ee123d69 completed March 14, 2026, 8:33 a.m.
NED2 Entity disambiguation (via description) batch_69b51dba68fc8190b02b0ca47f4f7803 completed March 14, 2026, 8:35 a.m.
Created at: March 9, 2026, 3:21 p.m.