Triple
T21622064
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Army units |
E533600
|
entity |
| Predicate | hasElement |
P3097
|
FINISHED |
| Object | psychological operations battalion |
—
|
NE NERFINISHED |
How this triple was built (3 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: psychological operations battalion | Statement: [U.S. Army units, hasElement, psychological operations battalion]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: psychological operations battalion Context triple: [U.S. Army units, hasElement, psychological operations battalion]
-
A.
15 Psychological Operations Group
The 15 Psychological Operations Group was a British Army unit specializing in psychological warfare and information operations before being integrated into the modern 77th Brigade.
-
B.
U.S. Army Civil Affairs and Psychological Operations Command
The U.S. Army Civil Affairs and Psychological Operations Command is a specialized Army unit responsible for conducting civil-military operations and psychological warfare to influence foreign populations and support U.S. military objectives.
-
C.
Morale Operations Branch
The Morale Operations Branch was a psychological warfare unit of the U.S. Office of Strategic Services in World War II, responsible for propaganda and covert efforts to undermine enemy morale.
-
D.
Psychological Operations Qualification Course
The Psychological Operations Qualification Course is a specialized U.S. Army training program that prepares soldiers to plan and conduct influence, information, and psychological warfare operations in support of military objectives.
-
E.
4th Psychological Operations Group (Airborne)
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.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: psychological operations battalion Target entity description: A psychological operations battalion is a specialized U.S. Army unit that plans and conducts information and influence campaigns to shape perceptions and behavior of foreign audiences in support of military objectives.
-
A.
15 Psychological Operations Group
The 15 Psychological Operations Group was a British Army unit specializing in psychological warfare and information operations before being integrated into the modern 77th Brigade.
-
B.
U.S. Army Civil Affairs and Psychological Operations Command
The U.S. Army Civil Affairs and Psychological Operations Command is a specialized Army unit responsible for conducting civil-military operations and psychological warfare to influence foreign populations and support U.S. military objectives.
-
C.
Morale Operations Branch
The Morale Operations Branch was a psychological warfare unit of the U.S. Office of Strategic Services in World War II, responsible for propaganda and covert efforts to undermine enemy morale.
-
D.
Psychological Operations Qualification Course
The Psychological Operations Qualification Course is a specialized U.S. Army training program that prepares soldiers to plan and conduct influence, information, and psychological warfare operations in support of military objectives.
-
E.
4th Psychological Operations Group (Airborne)
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.
- F. None of above. chosen
Provenance (2 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_69e0c464fba881908d0ff2ac80511ce1 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef3bafef548190b3856bfad1ebdc0b |
completed | April 27, 2026, 10:34 a.m. |
Created at: April 16, 2026, 6:34 p.m.