Triple
T1388960
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Army Special Operations Aviation Command |
E29910
|
entity |
| Predicate | motto |
P42
|
FINISHED |
| Object | Night Stalkers, Quiet Professionals |
E29149
|
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: Night Stalkers, Quiet Professionals | Statement: [U.S. Army Special Operations Aviation Command, motto, Night Stalkers, Quiet Professionals]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Night Stalkers, Quiet Professionals Context triple: [U.S. Army Special Operations Aviation Command, motto, Night Stalkers, Quiet Professionals]
-
A.
Night Stalkers
chosen
Night Stalkers is the nickname of the U.S. Army’s elite 160th Special Operations Aviation Regiment, renowned for its highly specialized nighttime helicopter operations in support of special forces.
-
B.
Special Night Squads
The Special Night Squads were elite British-Jewish commando units formed in Mandatory Palestine in 1938 under Orde Wingate to conduct night raids and counter-insurgency operations against Arab militants.
-
C.
Special Police Commandos
Special Police Commandos were elite Iraqi Interior Ministry paramilitary units formed after the 2003 invasion, known for conducting high-risk counterinsurgency and urban combat operations.
-
D.
Havoc
Havoc is an American rapper and record producer best known as one half of the influential hip-hop duo Mobb Deep.
-
E.
Swift, Silent, Deadly
Swift, Silent, Deadly is the motto of the U.S. Marine Corps' 1st Reconnaissance Battalion, reflecting its emphasis on stealth, speed, and lethal effectiveness in reconnaissance and combat operations.
- 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_69a498dc92f8819094a1108f8ac90f43 |
completed | March 1, 2026, 7:51 p.m. |
| NER | Named-entity recognition | batch_69a4c35ce48c81909aaad7dfa2df63fa |
completed | March 1, 2026, 10:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad0153f1648190abd63beadfb6709b |
completed | March 8, 2026, 4:55 a.m. |
Created at: March 1, 2026, 7:59 p.m.