Triple

T21085283
Position Surface form Disambiguated ID Type / Status
Subject Loyalty Order E519472 entity
Predicate partOf P40 FINISHED
Object United States federal loyalty-security program
The United States federal loyalty-security program was a Cold War–era system of background investigations and loyalty reviews designed to identify and remove alleged subversives from federal government employment.
E1465966 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: United States federal loyalty-security program | Statement: [Loyalty Order, partOf, United States federal loyalty-security program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States federal loyalty-security program
Context triple: [Loyalty Order, partOf, United States federal loyalty-security program]
  • A. United States federal witness protection system
    The United States federal witness protection system is a government program that safeguards threatened witnesses and their families—often by relocating and giving them new identities—to secure their cooperation in prosecuting serious crimes.
  • B. Terrorist Surveillance Program
    The Terrorist Surveillance Program was a post-9/11 U.S. National Security Agency warrantless wiretapping initiative that monitored international communications involving suspected terrorists.
  • C. United States Intelligence Activities
    United States Intelligence Activities refers to the framework of policies, authorities, and operations governing how U.S. intelligence agencies collect, analyze, and share information to support national security and foreign policy objectives.
  • D. Amt für Nationale Sicherheit
    The Amt für Nationale Sicherheit was the short-lived successor organization to East Germany’s notorious Stasi secret police, created during the country’s political upheaval in 1989 before being quickly dissolved.
  • E. United States national security apparatus
    The United States national security apparatus is the broad network of government institutions, policies, and processes responsible for protecting the country’s defense, intelligence, and strategic interests at home and abroad.
  • 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: United States federal loyalty-security program
Triple: [Loyalty Order, partOf, United States federal loyalty-security program]
Generated description
The United States federal loyalty-security program was a Cold War–era system of background investigations and loyalty reviews designed to identify and remove alleged subversives from federal government employment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States federal loyalty-security program
Target entity description: The United States federal loyalty-security program was a Cold War–era system of background investigations and loyalty reviews designed to identify and remove alleged subversives from federal government employment.
  • A. United States federal witness protection system
    The United States federal witness protection system is a government program that safeguards threatened witnesses and their families—often by relocating and giving them new identities—to secure their cooperation in prosecuting serious crimes.
  • B. Terrorist Surveillance Program
    The Terrorist Surveillance Program was a post-9/11 U.S. National Security Agency warrantless wiretapping initiative that monitored international communications involving suspected terrorists.
  • C. United States Intelligence Activities
    United States Intelligence Activities refers to the framework of policies, authorities, and operations governing how U.S. intelligence agencies collect, analyze, and share information to support national security and foreign policy objectives.
  • D. Amt für Nationale Sicherheit
    The Amt für Nationale Sicherheit was the short-lived successor organization to East Germany’s notorious Stasi secret police, created during the country’s political upheaval in 1989 before being quickly dissolved.
  • E. United States national security apparatus
    The United States national security apparatus is the broad network of government institutions, policies, and processes responsible for protecting the country’s defense, intelligence, and strategic interests at home and abroad.
  • 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_69e0b507dd9081908fb8bfcbef4c8b46 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e709498fc081908d92a93e8678c140 completed April 21, 2026, 5:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a095a53da348190b2403c6103450822 completed May 17, 2026, 6:04 a.m.
NEDg Description generation batch_6a095b36cd84819096cc2fca6356f0c7 completed May 17, 2026, 6:07 a.m.
NED2 Entity disambiguation (via description) batch_6a095b9949988190a370e4faed3435a0 completed May 17, 2026, 6:09 a.m.
Created at: April 16, 2026, 2:50 p.m.