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.