Triple

T8385073
Position Surface form Disambiguated ID Type / Status
Subject Boston Irish mob E197794 entity
Predicate associatedWith P37 FINISHED
Object FBI Top Echelon Informant Program (through Whitey Bulger)
The FBI Top Echelon Informant Program, as exemplified by its relationship with Boston mobster Whitey Bulger, was a controversial initiative that recruited high-level criminals as informants, often allowing them to continue serious crimes in exchange for intelligence on rival organizations.
E730009 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: FBI Top Echelon Informant Program (through Whitey Bulger) | Statement: [Boston Irish mob, associatedWith, FBI Top Echelon Informant Program (through Whitey Bulger)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FBI Top Echelon Informant Program (through Whitey Bulger)
Context triple: [Boston Irish mob, associatedWith, FBI Top Echelon Informant Program (through Whitey Bulger)]
  • A. FBI ABSCAM operation
    The FBI ABSCAM operation was a late-1970s undercover sting in which federal agents posed as wealthy Arab investors to expose political corruption among U.S. public officials.
  • B. FBI Behavioral Analysis Unit
    The FBI Behavioral Analysis Unit is a specialized division of the U.S. Federal Bureau of Investigation that provides criminal profiling and behavioral analysis to support investigations of violent and complex crimes.
  • C. FBI Critical Incident Response Group
    The FBI Critical Incident Response Group is a specialized division of the Federal Bureau of Investigation that coordinates and deploys expert resources for managing and resolving major crises, including terrorism, hostage situations, and other high-risk incidents.
  • D. FBI contractors
    FBI contractors are external individuals or organizations hired by the Federal Bureau of Investigation to provide specialized services or support while operating under strict federal security, confidentiality, and compliance requirements.
  • E. FBI Information Management Division
    The FBI Information Management Division is the bureau’s central unit responsible for overseeing records, data management, and information governance across the organization.
  • 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: FBI Top Echelon Informant Program (through Whitey Bulger)
Triple: [Boston Irish mob, associatedWith, FBI Top Echelon Informant Program (through Whitey Bulger)]
Generated description
The FBI Top Echelon Informant Program, as exemplified by its relationship with Boston mobster Whitey Bulger, was a controversial initiative that recruited high-level criminals as informants, often allowing them to continue serious crimes in exchange for intelligence on rival organizations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FBI Top Echelon Informant Program (through Whitey Bulger)
Target entity description: The FBI Top Echelon Informant Program, as exemplified by its relationship with Boston mobster Whitey Bulger, was a controversial initiative that recruited high-level criminals as informants, often allowing them to continue serious crimes in exchange for intelligence on rival organizations.
  • A. FBI ABSCAM operation
    The FBI ABSCAM operation was a late-1970s undercover sting in which federal agents posed as wealthy Arab investors to expose political corruption among U.S. public officials.
  • B. FBI Behavioral Analysis Unit
    The FBI Behavioral Analysis Unit is a specialized division of the U.S. Federal Bureau of Investigation that provides criminal profiling and behavioral analysis to support investigations of violent and complex crimes.
  • C. FBI Critical Incident Response Group
    The FBI Critical Incident Response Group is a specialized division of the Federal Bureau of Investigation that coordinates and deploys expert resources for managing and resolving major crises, including terrorism, hostage situations, and other high-risk incidents.
  • D. FBI contractors
    FBI contractors are external individuals or organizations hired by the Federal Bureau of Investigation to provide specialized services or support while operating under strict federal security, confidentiality, and compliance requirements.
  • E. FBI Information Management Division
    The FBI Information Management Division is the bureau’s central unit responsible for overseeing records, data management, and information governance across the organization.
  • 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_69ca82f749388190bffbea6dfb509016 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb80e03eb08190a458c9caa0524e0f completed March 31, 2026, 8:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde8312be48190bd5896adc8bb4e95 completed April 2, 2026, 3:53 a.m.
NEDg Description generation batch_69cdebfafe84819097f387318897dae1 completed April 2, 2026, 4:09 a.m.
NED2 Entity disambiguation (via description) batch_69cded2a9c2c8190bdbeddad562ef9e8 completed April 2, 2026, 4:14 a.m.
Created at: March 30, 2026, 6:02 p.m.