Triple

T4117366
Position Surface form Disambiguated ID Type / Status
Subject Waco siege E90324 entity
Predicate negotiator P378 FINISHED
Object FBI negotiators
FBI negotiators were the federal law enforcement specialists responsible for conducting crisis communication and attempting to secure a peaceful resolution during the 1993 Waco siege involving the Branch Davidians.
 E415432 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 negotiators | Statement: [Waco siege, negotiator, FBI negotiators]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: FBI negotiators
Context triple: [Waco siege, negotiator, FBI negotiators]
  • A. The FBI Story
    The FBI Story is a 1959 crime drama film that chronicles the history and major cases of the Federal Bureau of Investigation through the career of one of its agents.
  • B. The F.B.I.
    The F.B.I. is an American television crime drama series centered on the investigative work of agents from the Federal Bureau of Investigation.
  • C. The Negotiator
    The Negotiator is a 1998 action-thriller film about a skilled police hostage negotiator who becomes embroiled in a high-stakes conspiracy and must use his talents to clear his name.
  • D. 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.
  • E. Mindhunters
    Mindhunters is a 2004 psychological thriller film about FBI profiler trainees trapped on a remote island with a serial killer who begins murdering them one by one.
  • 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 negotiators
Triple: [Waco siege, negotiator, FBI negotiators]
Generated description
FBI negotiators were the federal law enforcement specialists responsible for conducting crisis communication and attempting to secure a peaceful resolution during the 1993 Waco siege involving the Branch Davidians.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: FBI negotiators
Target entity description: FBI negotiators were the federal law enforcement specialists responsible for conducting crisis communication and attempting to secure a peaceful resolution during the 1993 Waco siege involving the Branch Davidians.
  • A. The FBI Story
    The FBI Story is a 1959 crime drama film that chronicles the history and major cases of the Federal Bureau of Investigation through the career of one of its agents.
  • B. The F.B.I.
    The F.B.I. is an American television crime drama series centered on the investigative work of agents from the Federal Bureau of Investigation.
  • C. The Negotiator
    The Negotiator is a 1998 action-thriller film about a skilled police hostage negotiator who becomes embroiled in a high-stakes conspiracy and must use his talents to clear his name.
  • D. 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.
  • E. Mindhunters
    Mindhunters is a 2004 psychological thriller film about FBI profiler trainees trapped on a remote island with a serial killer who begins murdering them one by one.
  • 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_69aed95c080881908125e30c5dcdc6f8 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af01f347f8819080dd250398474d7e completed March 9, 2026, 5:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69b576abe02081908a1b0322758089bd completed March 14, 2026, 2:54 p.m.
NEDg Description generation batch_69b577180e2881908e3bf4bfce7c9edd completed March 14, 2026, 2:56 p.m.
NED2 Entity disambiguation (via description) batch_69b5778dcdc08190aee087f6d54992dc completed March 14, 2026, 2:58 p.m.
Created at: March 9, 2026, 3:41 p.m.