Triple

T604587
Position Surface form Disambiguated ID Type / Status
Subject National Security Agency E11566 entity
Predicate notableProgram P4 FINISHED
Object XKeyscore
XKeyscore is a highly classified NSA surveillance system designed to search and analyze vast amounts of global internet and communications data in real time.
 E75730 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: XKeyscore | Statement: [National Security Agency, notableProgram, XKeyscore]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: XKeyscore
Context triple: [National Security Agency, notableProgram, XKeyscore]
  • A. Operation Bluecoat
    Operation Bluecoat was a British offensive launched in late July 1944 during the Battle of Normandy to seize key terrain south of Caumont and support the American breakout from the Normandy beachhead.
  • B. United States v. Edward Snowden
    United States v. Edward Snowden is the U.S. criminal case in which former NSA contractor Edward Snowden was charged for leaking classified surveillance documents, leading to international debates over government secrecy and privacy.
  • C. Edward Snowden
    Edward Snowden is a former National Security Agency contractor who became internationally known in 2013 for leaking classified documents revealing global mass surveillance programs.
  • D. USA FREEDOM Act
    The USA FREEDOM Act is a 2015 U.S. law that reformed government surveillance authorities, notably curbing bulk collection of Americans’ phone records while renewing and modifying key intelligence-gathering powers.
  • E. Foreign Intelligence Surveillance Court
    The Foreign Intelligence Surveillance Court is a specialized U.S. federal court that reviews and authorizes government requests for electronic surveillance and other intelligence-gathering activities for national security purposes.
  • 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: XKeyscore
Triple: [National Security Agency, notableProgram, XKeyscore]
Generated description
XKeyscore is a highly classified NSA surveillance system designed to search and analyze vast amounts of global internet and communications data in real time.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: XKeyscore
Target entity description: XKeyscore is a highly classified NSA surveillance system designed to search and analyze vast amounts of global internet and communications data in real time.
  • A. Operation Bluecoat
    Operation Bluecoat was a British offensive launched in late July 1944 during the Battle of Normandy to seize key terrain south of Caumont and support the American breakout from the Normandy beachhead.
  • B. United States v. Edward Snowden
    United States v. Edward Snowden is the U.S. criminal case in which former NSA contractor Edward Snowden was charged for leaking classified surveillance documents, leading to international debates over government secrecy and privacy.
  • C. Edward Snowden
    Edward Snowden is a former National Security Agency contractor who became internationally known in 2013 for leaking classified documents revealing global mass surveillance programs.
  • D. USA FREEDOM Act
    The USA FREEDOM Act is a 2015 U.S. law that reformed government surveillance authorities, notably curbing bulk collection of Americans’ phone records while renewing and modifying key intelligence-gathering powers.
  • E. Foreign Intelligence Surveillance Court
    The Foreign Intelligence Surveillance Court is a specialized U.S. federal court that reviews and authorizes government requests for electronic surveillance and other intelligence-gathering activities for national security purposes.
  • 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_69a4932779b881908688590d59c71900 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49dc67b248190b0bb195553f03be8 completed March 1, 2026, 8:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69a523898af08190bfa7e73ab6e1c7f3 completed March 2, 2026, 5:43 a.m.
NEDg Description generation batch_69a5242b276c8190a136453a02d59e0a completed March 2, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69a5248026bc819094065322e0930098 completed March 2, 2026, 5:47 a.m.
Created at: March 1, 2026, 7:35 p.m.