Triple
T17486146
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | APA Divisions |
E425780
|
entity |
| Predicate | example |
P1259
|
FINISHED |
| Object | Society for Military Psychology (Division 19) |
—
|
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: Society for Military Psychology (Division 19) | Statement: [APA Divisions, example, Society for Military Psychology (Division 19)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Society for Military Psychology (Division 19) Context triple: [APA Divisions, example, Society for Military Psychology (Division 19)]
-
A.
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.
-
B.
Human Systems Integration Directorate
The Human Systems Integration Directorate is a unit within the U.S. Air Force’s 711th Human Performance Wing focused on optimizing the interaction between airmen and technology through research, design, and evaluation of human-centered systems.
-
C.
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.
-
D.
Center for Civil-Military Relations
The Center for Civil-Military Relations is an educational and research institution that provides training, analysis, and programs to improve the relationship, governance, and cooperation between civilian authorities and military organizations, particularly in emerging and transitional democracies.
-
E.
Center for Army Lessons Learned
The Center for Army Lessons Learned is a U.S. Army organization that collects, analyzes, and disseminates operational insights and best practices to improve training, doctrine, and readiness across the force.
- 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: Society for Military Psychology (Division 19) Target entity description: The Society for Military Psychology (Division 19) is a division of the American Psychological Association that focuses on the research, practice, and application of psychology within military and defense settings.
-
A.
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.
-
B.
Human Systems Integration Directorate
The Human Systems Integration Directorate is a unit within the U.S. Air Force’s 711th Human Performance Wing focused on optimizing the interaction between airmen and technology through research, design, and evaluation of human-centered systems.
-
C.
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.
-
D.
Center for Civil-Military Relations
The Center for Civil-Military Relations is an educational and research institution that provides training, analysis, and programs to improve the relationship, governance, and cooperation between civilian authorities and military organizations, particularly in emerging and transitional democracies.
-
E.
Center for Army Lessons Learned
The Center for Army Lessons Learned is a U.S. Army organization that collects, analyzes, and disseminates operational insights and best practices to improve training, doctrine, and readiness across the force.
- 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_69d889dccf7481909264a1844a2e9100 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e451d1f4708190b7c4d61326a2c4a4 |
completed | April 19, 2026, 3:53 a.m. |
Created at: April 10, 2026, 5:48 a.m.