Triple

T17556067
Position Surface form Disambiguated ID Type / Status
Subject 595th Transportation Brigade E427592 entity
Predicate componentOf P35 FINISHED
Object U.S. Army Transportation enterprise
The U.S. Army Transportation enterprise is the overarching logistics and transportation network responsible for planning, managing, and executing the movement of personnel, equipment, and supplies for the U.S. Army worldwide.
E1275854 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 Transportation enterprise | Statement: [595th Transportation Brigade, componentOf, U.S. Army Transportation enterprise]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Army Transportation enterprise
Context triple: [595th Transportation Brigade, componentOf, U.S. Army Transportation enterprise]
  • A. Office of Defense Transportation
    The Office of Defense Transportation was a U.S. government agency during World War II responsible for overseeing and coordinating the nation’s transportation systems to support the war effort.
  • B. United States Army Materiel Enterprise
    The United States Army Materiel Enterprise is the overarching logistics and sustainment framework that integrates organizations responsible for equipping, supplying, and transporting Army forces worldwide.
  • C. 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.
  • D. U.S. Army Materiel Command
    The U.S. Army Materiel Command is a major Army command responsible for the development, procurement, distribution, and sustainment of equipment, supplies, and logistics support for U.S. Army forces worldwide.
  • E. Military Railway Department
    The Military Railway Department was a specialized branch of the Prussian military administration responsible for planning, operating, and managing railway transport for strategic and logistical purposes.
  • 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 enterprise
Triple: [595th Transportation Brigade, componentOf, U.S. Army Transportation enterprise]
Generated description
The U.S. Army Transportation enterprise is the overarching logistics and transportation network responsible for planning, managing, and executing the movement of personnel, equipment, and supplies for the U.S. Army worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Army Transportation enterprise
Target entity description: The U.S. Army Transportation enterprise is the overarching logistics and transportation network responsible for planning, managing, and executing the movement of personnel, equipment, and supplies for the U.S. Army worldwide.
  • A. Office of Defense Transportation
    The Office of Defense Transportation was a U.S. government agency during World War II responsible for overseeing and coordinating the nation’s transportation systems to support the war effort.
  • B. United States Army Materiel Enterprise
    The United States Army Materiel Enterprise is the overarching logistics and sustainment framework that integrates organizations responsible for equipping, supplying, and transporting Army forces worldwide.
  • C. 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.
  • D. U.S. Army Materiel Command
    The U.S. Army Materiel Command is a major Army command responsible for the development, procurement, distribution, and sustainment of equipment, supplies, and logistics support for U.S. Army forces worldwide.
  • E. Military Railway Department
    The Military Railway Department was a specialized branch of the Prussian military administration responsible for planning, operating, and managing railway transport for strategic and logistical purposes.
  • 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_69d889df6dc081908f67dbadc03c07ee completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e4562357b48190bde6f49df0c983c2 completed April 19, 2026, 4:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01d292c4048190ba1f1b9fa74f7438 completed May 11, 2026, 12:58 p.m.
NEDg Description generation batch_6a01d71c86e4819091f4e5f5ed24261f completed May 11, 2026, 1:18 p.m.
NED2 Entity disambiguation (via description) batch_6a01d7a77e408190860c3c4e4dc769df completed May 11, 2026, 1:20 p.m.
Created at: April 10, 2026, 5:50 a.m.