Triple
T4748757
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Army Chief of Engineers |
E105425
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object | U.S. Army Engineer School (doctrinally and professionally) |
E467848
|
NE FINISHED |
How this triple was built (2 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 Engineer School (doctrinally and professionally) | Statement: [U.S. Army Chief of Engineers, oversees, U.S. Army Engineer School (doctrinally and professionally)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Army Engineer School (doctrinally and professionally) Context triple: [U.S. Army Chief of Engineers, oversees, U.S. Army Engineer School (doctrinally and professionally)]
-
A.
United States Army Engineer School
chosen
The United States Army Engineer School is the Army’s primary institution for training and developing military engineers, specializing in combat engineering, construction, and related technical skills.
-
B.
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.
-
C.
U.S. Army Quartermaster School
The U.S. Army Quartermaster School is a training institution responsible for educating and developing soldiers in logistics, supply, and sustainment functions that support Army operations.
-
D.
United States Army schools
United States Army schools are specialized military educational institutions that train soldiers and officers in various operational, technical, and leadership skills to support the Army’s missions.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bd43f07fa48190954317d01600994a |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd64c6f5ac81908a62f9c17e77ac86 |
completed | March 20, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be43b24440819081f3932eb6b68b48 |
completed | March 21, 2026, 7:07 a.m. |
Created at: March 20, 2026, 1:20 p.m.