Triple
T17119734
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FBI negotiators |
E415432
|
entity |
| Predicate | influencedBy |
P9
|
FINISHED |
| Object |
FBI crisis negotiation doctrine
FBI crisis negotiation doctrine is the formal body of principles, strategies, and procedures that guides how FBI negotiators manage and resolve high-risk incidents through communication and de-escalation.
|
E1250974
|
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 crisis negotiation doctrine | Statement: [FBI negotiators, influencedBy, FBI crisis negotiation doctrine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FBI crisis negotiation doctrine Context triple: [FBI negotiators, influencedBy, FBI crisis negotiation doctrine]
-
A.
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.
-
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.
Varieties of Police Behavior
Varieties of Police Behavior is a seminal work of criminology and public administration that analyzes how different organizational styles shape the everyday practices and decision-making of American police departments.
-
D.
The Purpose of Intervention: Changing Beliefs about the Use of Force
The Purpose of Intervention: Changing Beliefs about the Use of Force is a scholarly book that examines how evolving international norms and ideas reshape states’ justifications and practices of military intervention.
-
E.
Attorney General Guidelines for Domestic FBI Operations
The Attorney General Guidelines for Domestic FBI Operations are a set of rules issued by the U.S. Department of Justice that govern how the FBI conducts domestic investigations, intelligence gathering, and related activities while protecting civil liberties.
- 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 crisis negotiation doctrine Triple: [FBI negotiators, influencedBy, FBI crisis negotiation doctrine]
Generated description
FBI crisis negotiation doctrine is the formal body of principles, strategies, and procedures that guides how FBI negotiators manage and resolve high-risk incidents through communication and de-escalation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: FBI crisis negotiation doctrine Target entity description: FBI crisis negotiation doctrine is the formal body of principles, strategies, and procedures that guides how FBI negotiators manage and resolve high-risk incidents through communication and de-escalation.
-
A.
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.
-
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.
Varieties of Police Behavior
Varieties of Police Behavior is a seminal work of criminology and public administration that analyzes how different organizational styles shape the everyday practices and decision-making of American police departments.
-
D.
The Purpose of Intervention: Changing Beliefs about the Use of Force
The Purpose of Intervention: Changing Beliefs about the Use of Force is a scholarly book that examines how evolving international norms and ideas reshape states’ justifications and practices of military intervention.
-
E.
Attorney General Guidelines for Domestic FBI Operations
The Attorney General Guidelines for Domestic FBI Operations are a set of rules issued by the U.S. Department of Justice that govern how the FBI conducts domestic investigations, intelligence gathering, and related activities while protecting civil liberties.
- 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_69d886d090cc8190a39cb94992586905 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3e8092b548190b45c1695be47edc2 |
completed | April 18, 2026, 8:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a013a0e11108190bfcf858142aa9ff3 |
completed | May 11, 2026, 2:08 a.m. |
| NEDg | Description generation | batch_6a013b749680819097159f0fdc379f2c |
completed | May 11, 2026, 2:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a013bf9ef508190aac1155680f33eaf |
completed | May 11, 2026, 2:16 a.m. |
Created at: April 10, 2026, 5:36 a.m.