Triple
T6356635
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Army noncommissioned officers |
E143007
|
entity |
| Predicate | distinctFrom |
P1612
|
FINISHED |
| Object |
U.S. Army warrant officers
U.S. Army warrant officers are highly specialized technical experts and leaders who occupy a unique rank category between enlisted personnel and commissioned officers, focusing on specific fields such as aviation, intelligence, and maintenance.
|
E589243
|
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 warrant officers | Statement: [U.S. Army noncommissioned officers, distinctFrom, U.S. Army warrant officers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Army warrant officers Context triple: [U.S. Army noncommissioned officers, distinctFrom, U.S. Army warrant officers]
-
A.
U.S. Army noncommissioned officers
U.S. Army noncommissioned officers are enlisted leaders who serve as the backbone of the Army, responsible for training, leading, and mentoring soldiers while executing commanders’ intent at the tactical level.
-
B.
U.S. Army officers
U.S. Army officers are commissioned leaders in the United States Army responsible for planning, directing, and managing military operations, personnel, and resources.
-
C.
U.S. Air Force officers
U.S. Air Force officers are commissioned leaders in the United States Air Force responsible for planning, directing, and managing air and space operations, personnel, and resources.
-
D.
Marine Corps officers
Marine Corps officers are commissioned leaders in the United States Marine Corps responsible for commanding Marines, planning and executing military operations, and upholding the Corps’ traditions and standards.
-
E.
United States Army personnel
United States Army personnel are individuals who serve in the land warfare branch of the United States Armed Forces, encompassing soldiers of various ranks, specialties, and roles in both wartime and peacetime operations.
- 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 warrant officers Triple: [U.S. Army noncommissioned officers, distinctFrom, U.S. Army warrant officers]
Generated description
U.S. Army warrant officers are highly specialized technical experts and leaders who occupy a unique rank category between enlisted personnel and commissioned officers, focusing on specific fields such as aviation, intelligence, and maintenance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Army warrant officers Target entity description: U.S. Army warrant officers are highly specialized technical experts and leaders who occupy a unique rank category between enlisted personnel and commissioned officers, focusing on specific fields such as aviation, intelligence, and maintenance.
-
A.
U.S. Army noncommissioned officers
U.S. Army noncommissioned officers are enlisted leaders who serve as the backbone of the Army, responsible for training, leading, and mentoring soldiers while executing commanders’ intent at the tactical level.
-
B.
U.S. Army officers
U.S. Army officers are commissioned leaders in the United States Army responsible for planning, directing, and managing military operations, personnel, and resources.
-
C.
U.S. Air Force officers
U.S. Air Force officers are commissioned leaders in the United States Air Force responsible for planning, directing, and managing air and space operations, personnel, and resources.
-
D.
Marine Corps officers
Marine Corps officers are commissioned leaders in the United States Marine Corps responsible for commanding Marines, planning and executing military operations, and upholding the Corps’ traditions and standards.
-
E.
United States Army personnel
United States Army personnel are individuals who serve in the land warfare branch of the United States Armed Forces, encompassing soldiers of various ranks, specialties, and roles in both wartime and peacetime operations.
- 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_69c008d7a9c4819098d647ec47776917 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c067f37d0881909289bafb09e29298 |
completed | March 22, 2026, 10:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c62d5966a88190a7184157b235b170 |
completed | March 27, 2026, 7:10 a.m. |
| NEDg | Description generation | batch_69c62f5da47081908c995e28ba2ee3f8 |
completed | March 27, 2026, 7:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c62fd9dd4c819091e0d87259f9d60f |
completed | March 27, 2026, 7:20 a.m. |
Created at: March 22, 2026, 4:32 p.m.