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.