Triple
T1352660
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Army Maneuver Center of Excellence |
E28916
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
U.S. Army Noncommissioned Officer Academy elements
U.S. Army Noncommissioned Officer Academy elements are specialized training units that develop and educate enlisted leaders in leadership, tactics, and professional military skills within the U.S. Army.
|
E154837
|
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 Noncommissioned Officer Academy elements | Statement: [U.S. Army Maneuver Center of Excellence, hasComponent, U.S. Army Noncommissioned Officer Academy elements]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Army Noncommissioned Officer Academy elements Context triple: [U.S. Army Maneuver Center of Excellence, hasComponent, U.S. Army Noncommissioned Officer Academy elements]
-
A.
School of Infantry – West
School of Infantry – West is a major U.S. Marine Corps training command that provides entry-level and advanced infantry instruction to Marines on the West Coast.
-
B.
United States Army Sergeants Major Academy
The United States Army Sergeants Major Academy is the Army’s premier institution for educating and developing senior noncommissioned officers in leadership, operations, and professional military skills.
-
C.
U.S. Army Infantry School
The U.S. Army Infantry School is the primary institution responsible for developing, educating, and training soldiers and leaders in infantry tactics, doctrine, and skills for the United States Army.
-
D.
U.S. Army Center for Initial Military Training
The U.S. Army Center for Initial Military Training is the organization responsible for overseeing and standardizing the Army’s basic combat training and initial entry soldier development.
-
E.
United States Army Armor School
The United States Army Armor School is the Army’s primary training and doctrine institution for armored and cavalry forces, responsible for developing tank and reconnaissance leaders, tactics, and 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: U.S. Army Noncommissioned Officer Academy elements Triple: [U.S. Army Maneuver Center of Excellence, hasComponent, U.S. Army Noncommissioned Officer Academy elements]
Generated description
U.S. Army Noncommissioned Officer Academy elements are specialized training units that develop and educate enlisted leaders in leadership, tactics, and professional military skills within the U.S. Army.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Army Noncommissioned Officer Academy elements Target entity description: U.S. Army Noncommissioned Officer Academy elements are specialized training units that develop and educate enlisted leaders in leadership, tactics, and professional military skills within the U.S. Army.
-
A.
School of Infantry – West
School of Infantry – West is a major U.S. Marine Corps training command that provides entry-level and advanced infantry instruction to Marines on the West Coast.
-
B.
United States Army Sergeants Major Academy
The United States Army Sergeants Major Academy is the Army’s premier institution for educating and developing senior noncommissioned officers in leadership, operations, and professional military skills.
-
C.
U.S. Army Infantry School
The U.S. Army Infantry School is the primary institution responsible for developing, educating, and training soldiers and leaders in infantry tactics, doctrine, and skills for the United States Army.
-
D.
U.S. Army Center for Initial Military Training
The U.S. Army Center for Initial Military Training is the organization responsible for overseeing and standardizing the Army’s basic combat training and initial entry soldier development.
-
E.
United States Army Armor School
The United States Army Armor School is the Army’s primary training and doctrine institution for armored and cavalry forces, responsible for developing tank and reconnaissance leaders, tactics, and 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_69a498571d248190a0ac9eb02d97097f |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c26d0c4481908fddda89242a57b3 |
completed | March 1, 2026, 10:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acc64032d08190986c8b12bbcfc7c2 |
completed | March 8, 2026, 12:43 a.m. |
| NEDg | Description generation | batch_69acc6c204a88190a3171898e6e1bb91 |
completed | March 8, 2026, 12:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc7d8df108190bf92ca5e33987d04 |
completed | March 8, 2026, 12:50 a.m. |
Created at: March 1, 2026, 7:56 p.m.