Triple

T21622064
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army units E533600 entity
Predicate hasElement P3097 FINISHED
Object psychological operations battalion
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.
E1492848 NE FINISHED

How this triple was built (4 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.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: psychological operations battalion
Triple: [U.S. Army units, hasElement, psychological operations battalion]
Generated 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.
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 (5 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.
NED1 Entity disambiguation (via context triple) batch_6a09fd4649ac8190bae1adba3110846b completed May 17, 2026, 5:39 p.m.
NEDg Description generation batch_6a09fe88fd24819097d222291bc63608 completed May 17, 2026, 5:44 p.m.
NED2 Entity disambiguation (via description) batch_6a09ff257c548190a7304bfee02dcbaf completed May 17, 2026, 5:47 p.m.
Created at: April 16, 2026, 6:34 p.m.