Triple

T2063660
Position Surface form Disambiguated ID Type / Status
Subject Elihu Root E45847 entity
Predicate notableWork P4 FINISHED
Object Root reforms of the U.S. Army
Root reforms of the U.S. Army were a series of early 20th-century organizational and administrative changes that modernized the U.S. Army into a more professional, centralized, and efficient military force.
E230831 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: Root reforms of the U.S. Army | Statement: [Elihu Root, notableWork, Root reforms of the U.S. Army]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Root reforms of the U.S. Army
Context triple: [Elihu Root, notableWork, Root reforms of the U.S. Army]
  • A. 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.
  • B. America’s Expeditionary Force in Readiness
    America’s Expeditionary Force in Readiness is the motto of I Marine Expeditionary Force, emphasizing its role as a rapidly deployable, combat-ready Marine air-ground task force prepared to respond worldwide.
  • C. America’s Contingency Corps
    America’s Contingency Corps is the nickname of the U.S. Army’s XVIII Airborne Corps, an elite rapid-deployment formation specializing in airborne and expeditionary operations worldwide.
  • D. Reserve Components of the United States Armed Forces
    The Reserve Components of the United States Armed Forces are the part-time military forces that support and augment the active-duty branches during peacetime and war, including the reserve elements of each service.
  • E. U.S. Army Fires Center of Excellence
    The U.S. Army Fires Center of Excellence is a major Army training and doctrine organization responsible for developing and integrating artillery, air defense, and other fires-related capabilities.
  • 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: Root reforms of the U.S. Army
Triple: [Elihu Root, notableWork, Root reforms of the U.S. Army]
Generated description
Root reforms of the U.S. Army were a series of early 20th-century organizational and administrative changes that modernized the U.S. Army into a more professional, centralized, and efficient military force.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Root reforms of the U.S. Army
Target entity description: Root reforms of the U.S. Army were a series of early 20th-century organizational and administrative changes that modernized the U.S. Army into a more professional, centralized, and efficient military force.
  • A. 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.
  • B. America’s Expeditionary Force in Readiness
    America’s Expeditionary Force in Readiness is the motto of I Marine Expeditionary Force, emphasizing its role as a rapidly deployable, combat-ready Marine air-ground task force prepared to respond worldwide.
  • C. America’s Contingency Corps
    America’s Contingency Corps is the nickname of the U.S. Army’s XVIII Airborne Corps, an elite rapid-deployment formation specializing in airborne and expeditionary operations worldwide.
  • D. Reserve Components of the United States Armed Forces
    The Reserve Components of the United States Armed Forces are the part-time military forces that support and augment the active-duty branches during peacetime and war, including the reserve elements of each service.
  • E. U.S. Army Fires Center of Excellence
    The U.S. Army Fires Center of Excellence is a major Army training and doctrine organization responsible for developing and integrating artillery, air defense, and other fires-related capabilities.
  • 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_69a8891b38288190abd572ccad9b6928 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9d3a92081909416c1d087876e99 completed March 7, 2026, 5:38 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae271fa66081908be6c685b9bd8aa4 completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae28b4f0548190926ac694fbade405 completed March 9, 2026, 1:56 a.m.
NED2 Entity disambiguation (via description) batch_69ae292a9d7481909acbc3a5f24ff0b9 completed March 9, 2026, 1:58 a.m.
Created at: March 4, 2026, 7:40 p.m.