Triple

T15924255
Position Surface form Disambiguated ID Type / Status
Subject Serbian police forces E386166 entity
Predicate hasPart P35 FINISHED
Object Special Operations Unit (JSO, “Red Berets”)
The Special Operations Unit (JSO, “Red Berets”) was an elite Serbian paramilitary and police special forces unit known for its role in the Yugoslav Wars and involvement in high-profile operations and political events in Serbia.
E1184620 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: Special Operations Unit (JSO, “Red Berets”) | Statement: [Serbian police forces, hasPart, Special Operations Unit (JSO, “Red Berets”)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Special Operations Unit (JSO, “Red Berets”)
Context triple: [Serbian police forces, hasPart, Special Operations Unit (JSO, “Red Berets”)]
  • A. Special Operations Force
    Special Operations Force is an elite Irish military unit specializing in high-risk missions such as counter-terrorism, hostage rescue, and special reconnaissance.
  • B. Eastern Region Special Operations Unit
    The Eastern Region Special Operations Unit is a collaborative regional policing unit in eastern England that provides specialist capabilities such as serious and organized crime investigation, intelligence, and covert operations support to its member police forces.
  • C. Special Weapons and Tactics unit
    The Special Weapons and Tactics unit is a specialized law enforcement team trained and equipped to handle high-risk operations such as hostage rescues, armed standoffs, and counterterrorism incidents.
  • D. Special Operations Section
    The Special Operations Section is a specialized unit within the United States Secret Service Uniformed Division responsible for handling high-risk security operations and protective support missions.
  • E. Special Forces Group
    The Special Forces Group is an elite Japanese Ground Self-Defense Force unit specializing in counterterrorism, unconventional warfare, and high-risk special operations.
  • 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: Special Operations Unit (JSO, “Red Berets”)
Triple: [Serbian police forces, hasPart, Special Operations Unit (JSO, “Red Berets”)]
Generated description
The Special Operations Unit (JSO, “Red Berets”) was an elite Serbian paramilitary and police special forces unit known for its role in the Yugoslav Wars and involvement in high-profile operations and political events in Serbia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Special Operations Unit (JSO, “Red Berets”)
Target entity description: The Special Operations Unit (JSO, “Red Berets”) was an elite Serbian paramilitary and police special forces unit known for its role in the Yugoslav Wars and involvement in high-profile operations and political events in Serbia.
  • A. Special Operations Force
    Special Operations Force is an elite Irish military unit specializing in high-risk missions such as counter-terrorism, hostage rescue, and special reconnaissance.
  • B. Eastern Region Special Operations Unit
    The Eastern Region Special Operations Unit is a collaborative regional policing unit in eastern England that provides specialist capabilities such as serious and organized crime investigation, intelligence, and covert operations support to its member police forces.
  • C. Special Weapons and Tactics unit
    The Special Weapons and Tactics unit is a specialized law enforcement team trained and equipped to handle high-risk operations such as hostage rescues, armed standoffs, and counterterrorism incidents.
  • D. Special Operations Section
    The Special Operations Section is a specialized unit within the United States Secret Service Uniformed Division responsible for handling high-risk security operations and protective support missions.
  • E. Special Forces Group
    The Special Forces Group is an elite Japanese Ground Self-Defense Force unit specializing in counterterrorism, unconventional warfare, and high-risk special operations.
  • 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_69d86da750008190987eb26be3f6c118 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1568424f08190bffe6ee465a0db9a completed April 16, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffb5aba70c8190a74c45bce6f9b782 completed May 9, 2026, 10:31 p.m.
NEDg Description generation batch_69ffb6866e388190ad7ee4e3923bef17 completed May 9, 2026, 10:34 p.m.
NED2 Entity disambiguation (via description) batch_69ffb753d1f4819096fd0a8ea7fc4a8e completed May 9, 2026, 10:38 p.m.
Created at: April 10, 2026, 4:52 a.m.