Triple

T5536437
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Transportation School E145173 entity
Predicate doctrineProponentFor P41206 FINISHED
Object U.S. Army Transportation Corps
The U.S. Army Transportation Corps is a branch of the Army responsible for planning, managing, and executing the movement of personnel and materiel by land, sea, and air to support military operations worldwide.
E531930 NE FINISHED

How this triple was built (5 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 Transportation Corps | Statement: [U.S. Army Transportation School, doctrineProponentFor, U.S. Army Transportation Corps]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Army Transportation Corps
Context triple: [U.S. Army Transportation School, doctrineProponentFor, U.S. Army Transportation Corps]
  • A. Royal Logistic Corps
    The Royal Logistic Corps is the branch of the British Army responsible for providing logistics, supply, transport, and support services to military operations.
  • B. V Amphibious Corps
    V Amphibious Corps was a major U.S. Marine Corps amphibious assault formation in the Pacific Theater during World War II, known for leading operations such as the Battle of Iwo Jima.
  • C. Labour Corps
    The Labour Corps was a British Army support formation in World War I composed largely of men unfit for front-line combat, tasked with manual and logistical work such as construction, transport, and battlefield clearance.
  • D. Naval Combat Engineering Brigade
    The Naval Combat Engineering Brigade is a specialized unit of the Philippine Navy responsible for military engineering, construction, and infrastructure support for naval and amphibious operations.
  • E. Seabees
    The Seabees are the United States Navy's Construction Battalions, renowned for rapidly building bases, airfields, and infrastructure in combat zones while under fire.
  • 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 Transportation Corps
Triple: [U.S. Army Transportation School, doctrineProponentFor, U.S. Army Transportation Corps]
Generated description
The U.S. Army Transportation Corps is a branch of the Army responsible for planning, managing, and executing the movement of personnel and materiel by land, sea, and air to support military operations worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Army Transportation Corps
Target entity description: The U.S. Army Transportation Corps is a branch of the Army responsible for planning, managing, and executing the movement of personnel and materiel by land, sea, and air to support military operations worldwide.
  • A. Royal Logistic Corps
    The Royal Logistic Corps is the branch of the British Army responsible for providing logistics, supply, transport, and support services to military operations.
  • B. V Amphibious Corps
    V Amphibious Corps was a major U.S. Marine Corps amphibious assault formation in the Pacific Theater during World War II, known for leading operations such as the Battle of Iwo Jima.
  • C. Labour Corps
    The Labour Corps was a British Army support formation in World War I composed largely of men unfit for front-line combat, tasked with manual and logistical work such as construction, transport, and battlefield clearance.
  • D. Naval Combat Engineering Brigade
    The Naval Combat Engineering Brigade is a specialized unit of the Philippine Navy responsible for military engineering, construction, and infrastructure support for naval and amphibious operations.
  • E. Seabees
    The Seabees are the United States Navy's Construction Battalions, renowned for rapidly building bases, airfields, and infrastructure in combat zones while under fire.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: doctrineProponentFor
Context triple: [U.S. Army Transportation School, doctrineProponentFor, U.S. Army Transportation Corps]
  • A. doctrineOf
    Indicates a relationship where one entity is the doctrinal teaching, principle, or belief system associated with, derived from, or formally held by another entity.
  • B. proposesDoctrine chosen
    Indicates that one entity formally puts forward or advocates a particular doctrine, theory, or set of principles for consideration or adoption by others.
  • C. doctrineHeld
    Indicates that an agent adheres to, supports, or maintains a particular doctrine or set of principles.
  • D. doctrineAddressed
    Indicates that a particular doctrine is the topic or subject that is dealt with, discussed, or responded to by something (such as a text, statement, or decision).
  • E. doctrineExplainedBy
    Indicates that an explanation or interpretation is provided for a particular doctrine by a specified source or agent.
  • F. None of above.

Provenance (6 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_69c008f9955881909bfa8348b56b4739 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01fb07e748190bea74bbde2d7b8ba completed March 22, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c02814359c8190b868811f22aa568c completed March 22, 2026, 5:34 p.m.
NEDg Description generation batch_69c04441145481909fb7bd26dab129bd completed March 22, 2026, 7:34 p.m.
NED2 Entity disambiguation (via description) batch_69c044a919ec81909469793af9f837ea completed March 22, 2026, 7:36 p.m.
PD Predicate disambiguation batch_69c01b0c50e48190a1b03ecd20ca440b completed March 22, 2026, 4:38 p.m.
Created at: March 22, 2026, 3:34 p.m.