Triple
T1488128
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Army Sustainment Center of Excellence |
E29514
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
U.S. Army Ordnance School
The U.S. Army Ordnance School is a military training institution responsible for educating and training soldiers in ordnance-related specialties such as munitions, explosives, and maintenance support.
|
E170954
|
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 Ordnance School | Statement: [U.S. Army Sustainment Center of Excellence, oversees, U.S. Army Ordnance School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Army Ordnance School Context triple: [U.S. Army Sustainment Center of Excellence, oversees, U.S. Army Ordnance School]
-
A.
U.S. Army Transportation School
The U.S. Army Transportation School is the Army’s primary training and doctrine institution for transportation and logistics professionals, responsible for developing the skills and concepts that support military mobility and sustainment operations.
-
B.
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.
-
C.
United States Army Field Artillery School
The United States Army Field Artillery School is the Army’s primary institution for educating and training soldiers and officers in field artillery tactics, techniques, and doctrine.
-
D.
U.S. Army Signal School
The U.S. Army Signal School is the primary training institution responsible for educating and developing soldiers and leaders in military communications, information systems, and cyber-related signal operations for the U.S. Army.
-
E.
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.
- 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 Ordnance School Triple: [U.S. Army Sustainment Center of Excellence, oversees, U.S. Army Ordnance School]
Generated description
The U.S. Army Ordnance School is a military training institution responsible for educating and training soldiers in ordnance-related specialties such as munitions, explosives, and maintenance support.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Army Ordnance School Target entity description: The U.S. Army Ordnance School is a military training institution responsible for educating and training soldiers in ordnance-related specialties such as munitions, explosives, and maintenance support.
-
A.
U.S. Army Transportation School
The U.S. Army Transportation School is the Army’s primary training and doctrine institution for transportation and logistics professionals, responsible for developing the skills and concepts that support military mobility and sustainment operations.
-
B.
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.
-
C.
United States Army Field Artillery School
The United States Army Field Artillery School is the Army’s primary institution for educating and training soldiers and officers in field artillery tactics, techniques, and doctrine.
-
D.
U.S. Army Signal School
The U.S. Army Signal School is the primary training institution responsible for educating and developing soldiers and leaders in military communications, information systems, and cyber-related signal operations for the U.S. Army.
-
E.
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.
- 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_69a498da82e08190ba833330d05f380f |
completed | March 1, 2026, 7:51 p.m. |
| NER | Named-entity recognition | batch_69a4c6a44efc819084254614d8ea4669 |
completed | March 1, 2026, 11:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad1ca7804c8190b6818ff344908028 |
completed | March 8, 2026, 6:52 a.m. |
| NEDg | Description generation | batch_69ad1cfdd8788190b3c9f6e0d49ec350 |
completed | March 8, 2026, 6:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad1d75f4f8819090c397a4b2d3f839 |
completed | March 8, 2026, 6:55 a.m. |
Created at: March 1, 2026, 8:12 p.m.