Triple

T2028007
Position Surface form Disambiguated ID Type / Status
Subject Operation Promote Liberty E44451 entity
Predicate describedBySource P519 FINISHED
Object U.S. Army historical studies
U.S. Army historical studies are official analytical works produced by the U.S. Army to document, interpret, and evaluate its operations, campaigns, and organizational history.
E155864 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: U.S. Army historical studies | Statement: [Operation Promote Liberty, describedBySource, U.S. Army historical studies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Army historical studies
Context triple: [Operation Promote Liberty, describedBySource, U.S. Army historical studies]
  • A. Battle Studies
    Battle Studies is a 2009 studio album by American singer-songwriter and guitarist John Mayer, blending pop-rock and blues influences with introspective lyrics.
  • B. Army University
    Army University is an educational institution within the U.S. Army that integrates and oversees the Army’s professional military education and training programs for soldiers and leaders.
  • C. 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.
  • D. 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.
  • E. U.S. Army Combined Arms Center
    The U.S. Army Combined Arms Center is a major Army institution responsible for developing doctrine, training concepts, leader development, and professional military education to prepare forces for unified land operations.
  • 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: U.S. Army historical studies
Triple: [Operation Promote Liberty, describedBySource, U.S. Army historical studies]
Generated description
U.S. Army historical studies are official analytical works produced by the U.S. Army to document, interpret, and evaluate its operations, campaigns, and organizational history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Army historical studies
Target entity description: U.S. Army historical studies are official analytical works produced by the U.S. Army to document, interpret, and evaluate its operations, campaigns, and organizational history.
  • A. Battle Studies
    Battle Studies is a 2009 studio album by American singer-songwriter and guitarist John Mayer, blending pop-rock and blues influences with introspective lyrics.
  • B. Army University
    Army University is an educational institution within the U.S. Army that integrates and oversees the Army’s professional military education and training programs for soldiers and leaders.
  • C. 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.
  • D. Army University Press chosen
    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.
  • E. U.S. Army Combined Arms Center
    The U.S. Army Combined Arms Center is a major Army institution responsible for developing doctrine, training concepts, leader development, and professional military education to prepare forces for unified land operations.
  • F. None of above.

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_69a889144f2481909932f0746a93023d completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb911e5dc819097e40af0da4d01e7 completed March 7, 2026, 5:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0afc9e3c8190a045ef1c987c4141 completed March 8, 2026, 11:49 p.m.
NEDg Description generation batch_69ae0d524a048190ac290b0a9939d2bf completed March 8, 2026, 11:59 p.m.
NED2 Entity disambiguation (via description) batch_69ae0dbf06008190b595de89f17c0104 completed March 9, 2026, 12:01 a.m.
Created at: March 4, 2026, 7:38 p.m.