Triple

T3077404
Position Surface form Disambiguated ID Type / Status
Subject Homeland Security Investigations E64169 entity
Predicate employer P7 FINISHED
Object HSI special agents
HSI special agents are federal law enforcement officers who investigate transnational crimes such as human trafficking, drug smuggling, cybercrime, and financial offenses that threaten U.S. national security and public safety.
E325727 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: HSI special agents | Statement: [Homeland Security Investigations, employer, HSI special agents]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: HSI special agents
Context triple: [Homeland Security Investigations, employer, HSI special agents]
  • A. FBI Hostage Rescue Team
    The FBI Hostage Rescue Team is the Federal Bureau of Investigation’s elite full-time counterterrorism and tactical unit specializing in high-risk hostage rescue and special operations.
  • B. FBI special agents
    FBI special agents are highly trained federal law enforcement officers responsible for investigating and enforcing U.S. laws across a wide range of criminal and national security matters.
  • C. Secret Service Uniformed Division
    The Secret Service Uniformed Division is the branch of the U.S. Secret Service responsible for providing security and protection at the White House, foreign diplomatic missions, and other designated federal facilities in Washington, D.C.
  • D. Special Enforcement Bureau
    The Special Enforcement Bureau is the Los Angeles County Sheriff's Department’s elite tactical and rescue unit responsible for high-risk operations such as SWAT responses, hostage rescues, and specialized search-and-rescue missions.
  • E. Special Investigation Unit
    The Special Investigation Unit is an elite division of the Tokyo Metropolitan Police Department that handles complex, high-profile, and often sensitive criminal investigations.
  • 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: HSI special agents
Triple: [Homeland Security Investigations, employer, HSI special agents]
Generated description
HSI special agents are federal law enforcement officers who investigate transnational crimes such as human trafficking, drug smuggling, cybercrime, and financial offenses that threaten U.S. national security and public safety.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: HSI special agents
Target entity description: HSI special agents are federal law enforcement officers who investigate transnational crimes such as human trafficking, drug smuggling, cybercrime, and financial offenses that threaten U.S. national security and public safety.
  • A. FBI Hostage Rescue Team
    The FBI Hostage Rescue Team is the Federal Bureau of Investigation’s elite full-time counterterrorism and tactical unit specializing in high-risk hostage rescue and special operations.
  • B. FBI special agents
    FBI special agents are highly trained federal law enforcement officers responsible for investigating and enforcing U.S. laws across a wide range of criminal and national security matters.
  • C. Secret Service Uniformed Division
    The Secret Service Uniformed Division is the branch of the U.S. Secret Service responsible for providing security and protection at the White House, foreign diplomatic missions, and other designated federal facilities in Washington, D.C.
  • D. Special Enforcement Bureau
    The Special Enforcement Bureau is the Los Angeles County Sheriff's Department’s elite tactical and rescue unit responsible for high-risk operations such as SWAT responses, hostage rescues, and specialized search-and-rescue missions.
  • E. Special Investigation Unit
    The Special Investigation Unit is an elite division of the Tokyo Metropolitan Police Department that handles complex, high-profile, and often sensitive criminal investigations.
  • 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_69ad857a8aec8190bfdfd9c14554ac5a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada1a6f6148190ae5cd6e45eda9006 completed March 8, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1f88d32a08190b4e18da4b26b534c completed March 11, 2026, 11:19 p.m.
NEDg Description generation batch_69b1f8f83d10819099feb370fa9f14af completed March 11, 2026, 11:21 p.m.
NED2 Entity disambiguation (via description) batch_69b1fd02557c81908d42bb1a10024502 completed March 11, 2026, 11:38 p.m.
Created at: March 8, 2026, 3:02 p.m.