Triple
T1950944
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | USASOC |
E42154
|
entity |
| Predicate | subordinateUnit |
P258
|
FINISHED |
| Object | 4th Psychological Operations Group (Airborne) |
E42156
|
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: 4th Psychological Operations Group (Airborne) | Statement: [USASOC, subordinateUnit, 4th Psychological Operations Group (Airborne)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 4th Psychological Operations Group (Airborne) Context triple: [USASOC, subordinateUnit, 4th Psychological Operations Group (Airborne)]
-
A.
4th Psychological Operations Group (Airborne)
chosen
The 4th Psychological Operations Group (Airborne) is a U.S. Army special operations unit that plans and conducts information and influence campaigns to shape perceptions and behavior in support of military objectives worldwide.
-
B.
4th Special Operations Squadron
The 4th Special Operations Squadron is a U.S. Air Force unit that conducts specialized airborne operations, including close air support and gunship missions, as part of Air Force Special Operations Command.
-
C.
1st Special Operations Mission Support Group
The 1st Special Operations Mission Support Group is a U.S. Air Force unit that provides essential base, logistics, and support services to special operations forces at Hurlburt Field, Florida.
-
D.
412th Mission Support Group
The 412th Mission Support Group is a U.S. Air Force unit that provides base support, infrastructure, and essential services to enable the operations of the 412th Test Wing at Edwards Air Force Base.
-
E.
1st Air Commando Group
The 1st Air Commando Group was a pioneering U.S. Army Air Forces special operations unit in World War II, noted for its innovative air support, transport, and rescue missions in the China-Burma-India theater.
- 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_69a8870e08fc8190a319cbf2600db15f |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb34d94fc8190a5bf1e582c77c725 |
completed | March 7, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adfbc3cf6881909d42a04be18c3c73 |
completed | March 8, 2026, 10:44 p.m. |
Created at: March 4, 2026, 7:36 p.m.