Triple

T7645417
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Quartermaster School E173107 entity
Predicate abbreviation P43 FINISHED
Object QMS
QMS is the U.S. Army’s Quartermaster School, responsible for training and developing logistics, supply, and sustainment professionals for the Army.
 E677603 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: QMS | Statement: [U.S. Army Quartermaster School, abbreviation, QMS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: QMS
Context triple: [U.S. Army Quartermaster School, abbreviation, QMS]
  • A. QC
    QC is the common abbreviation for Queen's College, one of Hong Kong's oldest and most prestigious secondary schools.
  • B. QC
    QC is a common abbreviation for Quezon City, a major urban center and former capital located in Metro Manila, Philippines.
  • C. QC
    QC (Queen's Counsel) is a prestigious rank awarded to senior barristers in some Commonwealth legal systems, recognizing their excellence and leadership in advocacy.
  • D. QC
    QC was the IATA airline designator assigned to East African Airways, the former multinational flag carrier jointly owned by Kenya, Tanzania, and Uganda.
  • E. Centre for Quality Management
    The Centre for Quality Management is a specialized unit within Norway’s national public health institute that focuses on improving the quality, safety, and effectiveness of health services and public health practices.
  • 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: QMS
Triple: [U.S. Army Quartermaster School, abbreviation, QMS]
Generated description
QMS is the U.S. Army’s Quartermaster School, responsible for training and developing logistics, supply, and sustainment professionals for the Army.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: QMS
Target entity description: QMS is the U.S. Army’s Quartermaster School, responsible for training and developing logistics, supply, and sustainment professionals for the Army.
  • A. QC
    QC is a common abbreviation for Quezon City, a major urban center and former capital located in Metro Manila, Philippines.
  • B. QC
    QC was the IATA airline designator assigned to East African Airways, the former multinational flag carrier jointly owned by Kenya, Tanzania, and Uganda.
  • C. QC
    QC is the common abbreviation for Queen's College, one of Hong Kong's oldest and most prestigious secondary schools.
  • D. QC
    QC (Queen's Counsel) is a prestigious rank awarded to senior barristers in some Commonwealth legal systems, recognizing their excellence and leadership in advocacy.
  • E. Centre for Quality Management
    The Centre for Quality Management is a specialized unit within Norway’s national public health institute that focuses on improving the quality, safety, and effectiveness of health services and public health practices.
  • 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_69c6995360188190968ee57b72a1627f completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6faf2aa1c8190945a691e46300ef2 completed March 27, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69c870d8573481909fa6dd122cc9dbad completed March 29, 2026, 12:22 a.m.
NEDg Description generation batch_69c87269a45c8190bcceddae9e744d9c completed March 29, 2026, 12:29 a.m.
NED2 Entity disambiguation (via description) batch_69c873708ec08190b89cbbc493e2c247 completed March 29, 2026, 12:33 a.m.
Created at: March 27, 2026, 3:58 p.m.