Triple

T15655059
Position Surface form Disambiguated ID Type / Status
Subject 460th Security Forces Squadron E376416 entity
Predicate branchSpecialty P466 FINISHED
Object Security Forces
Security Forces is the United States Air Force’s military police and ground defense career field responsible for base security, law enforcement, and force protection operations.
E1169135 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: Security Forces | Statement: [460th Security Forces Squadron, branchSpecialty, Security Forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Security Forces
Context triple: [460th Security Forces Squadron, branchSpecialty, Security Forces]
  • A. Security Forces
    Security Forces is the commonly used nickname for the U.S. Marine Corps Security Force Regiment, a specialized unit responsible for protecting critical naval and national security assets.
  • B. Internal Security Forces
    The Internal Security Forces is Lebanon’s national police and internal security agency responsible for maintaining law and order, public safety, and criminal investigations across the country.
  • C. Internal Security Forces
    The Internal Security Forces are a specialized branch of China’s People’s Armed Police responsible for maintaining domestic security, social stability, and the protection of key facilities.
  • D. National Security Forces
    The National Security Forces are the Palestinian Authority’s main paramilitary security branch responsible for internal security, law enforcement support, and maintaining public order in Palestinian territories.
  • E. Security Police
    The Security Police were a Nazi German security and intelligence organization that combined the Gestapo and Kripo under SS control to suppress opposition and enforce terror in occupied territories.
  • 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: Security Forces
Triple: [460th Security Forces Squadron, branchSpecialty, Security Forces]
Generated description
Security Forces is the United States Air Force’s military police and ground defense career field responsible for base security, law enforcement, and force protection operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Security Forces
Target entity description: Security Forces is the United States Air Force’s military police and ground defense career field responsible for base security, law enforcement, and force protection operations.
  • A. Security Forces
    Security Forces is the commonly used nickname for the U.S. Marine Corps Security Force Regiment, a specialized unit responsible for protecting critical naval and national security assets.
  • B. Internal Security Forces
    The Internal Security Forces is Lebanon’s national police and internal security agency responsible for maintaining law and order, public safety, and criminal investigations across the country.
  • C. Internal Security Forces
    The Internal Security Forces are a specialized branch of China’s People’s Armed Police responsible for maintaining domestic security, social stability, and the protection of key facilities.
  • D. National Security Forces
    The National Security Forces are the Palestinian Authority’s main paramilitary security branch responsible for internal security, law enforcement support, and maintaining public order in Palestinian territories.
  • E. Security Police
    The Security Police were a Nazi German security and intelligence organization that combined the Gestapo and Kripo under SS control to suppress opposition and enforce terror in occupied territories.
  • 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_69d85cd1564c8190991adda63bfab4b0 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ef1f83c8190bbf65eed162cbd55 completed April 16, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff67994fbc819090f2da267888e8fb completed May 9, 2026, 4:58 p.m.
NEDg Description generation batch_69ff6810af4c8190aa6cae98a1b8b5ce completed May 9, 2026, 5 p.m.
NED2 Entity disambiguation (via description) batch_69ff6888a85481909e8cdd34ed230fa4 completed May 9, 2026, 5:02 p.m.
Created at: April 10, 2026, 4:15 a.m.