Triple
T7228303
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Army Noncommissioned Officer Academy elements |
E154837
|
entity |
| Predicate | emphasizes |
P31
|
FINISHED |
| Object | NCO Creed |
E589244
|
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: NCO Creed | Statement: [U.S. Army Noncommissioned Officer Academy elements, emphasizes, NCO Creed]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NCO Creed Context triple: [U.S. Army Noncommissioned Officer Academy elements, emphasizes, NCO Creed]
-
A.
NCO Creed
chosen
The NCO Creed is a foundational statement of values and responsibilities that defines the leadership role, professionalism, and ethical standards expected of U.S. Army noncommissioned officers.
-
B.
One Nation Crew
One Nation Crew is a contemporary gospel group formed and produced by Kirk Franklin, known for blending traditional gospel with hip-hop and R&B influences.
-
C.
Soulquarians
Soulquarians were a loose collective of late-1990s and early-2000s neo-soul and hip-hop artists and producers, including figures like Questlove, D’Angelo, Erykah Badu, and J Dilla, known for their experimental, soulful sound and influential work at Electric Lady Studios.
-
D.
Cooleyhighharmony
Cooleyhighharmony is the first studio album by R&B group Boyz II Men, noted for its smooth harmonies and early-1990s new jack swing sound.
-
E.
Souls of Mischief
Souls of Mischief is an Oakland-based hip hop group known for their intricate lyricism, jazzy production, and membership in the Hieroglyphics collective.
- 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_69c68811dd1c8190ac460bb39e64e1f0 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6e9e0ba248190a57a3b4fa8b858c7 |
completed | March 27, 2026, 8:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7cc1cdfb88190934387e44531b732 |
completed | March 28, 2026, 12:39 p.m. |
Created at: March 27, 2026, 2:54 p.m.