Triple

T16740401
Position Surface form Disambiguated ID Type / Status
Subject Bangladesh Armed Forces E406819 entity
Predicate hasComponent P35 FINISHED
Object Rapid Action Battalion
The Rapid Action Battalion is an elite Bangladeshi paramilitary law enforcement unit known for counterterrorism, anti-crime operations, and controversial human rights allegations.
E1230824 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: Rapid Action Battalion | Statement: [Bangladesh Armed Forces, hasComponent, Rapid Action Battalion]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rapid Action Battalion
Context triple: [Bangladesh Armed Forces, hasComponent, Rapid Action Battalion]
  • A. Rapid Action Force
    Rapid Action Force is a specialized Indian paramilitary unit trained and equipped to respond swiftly to riots, civil unrest, and communal violence to restore public order.
  • B. People's Protection Units
    The People's Protection Units (YPG) are a predominantly Kurdish militia from northern Syria known for their key role in fighting ISIS and defending Kurdish-majority regions during the Syrian Civil War.
  • C. Border Guard Bangladesh
    Border Guard Bangladesh is the paramilitary force responsible for securing and guarding Bangladesh’s land borders, particularly against smuggling, illegal crossings, and other trans-border crimes.
  • D. Grupo de Acción Rápida
    Grupo de Acción Rápida is a specialized rapid-response tactical unit of Spain’s Guardia Civil focused on high-risk operations such as counterterrorism and organized crime.
  • E. Anti-Terror Unit
    The Anti-Terror Unit is a specialized counterterrorism division within the Delhi Police focused on preventing, investigating, and responding to terrorist threats and activities in India’s capital.
  • 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: Rapid Action Battalion
Triple: [Bangladesh Armed Forces, hasComponent, Rapid Action Battalion]
Generated description
The Rapid Action Battalion is an elite Bangladeshi paramilitary law enforcement unit known for counterterrorism, anti-crime operations, and controversial human rights allegations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rapid Action Battalion
Target entity description: The Rapid Action Battalion is an elite Bangladeshi paramilitary law enforcement unit known for counterterrorism, anti-crime operations, and controversial human rights allegations.
  • A. Rapid Action Force
    Rapid Action Force is a specialized Indian paramilitary unit trained and equipped to respond swiftly to riots, civil unrest, and communal violence to restore public order.
  • B. People's Protection Units
    The People's Protection Units (YPG) are a predominantly Kurdish militia from northern Syria known for their key role in fighting ISIS and defending Kurdish-majority regions during the Syrian Civil War.
  • C. Border Guard Bangladesh
    Border Guard Bangladesh is the paramilitary force responsible for securing and guarding Bangladesh’s land borders, particularly against smuggling, illegal crossings, and other trans-border crimes.
  • D. Grupo de Acción Rápida
    Grupo de Acción Rápida is a specialized rapid-response tactical unit of Spain’s Guardia Civil focused on high-risk operations such as counterterrorism and organized crime.
  • E. Anti-Terror Unit
    The Anti-Terror Unit is a specialized counterterrorism division within the Delhi Police focused on preventing, investigating, and responding to terrorist threats and activities in India’s capital.
  • 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_69d8838ffb088190a0b11149929006bf completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e39c3d4fa48190b0db8f10a39d3ad8 completed April 18, 2026, 2:59 p.m.
NED1 Entity disambiguation (via context triple) batch_6a009d50df9c81909452f330eb4336e4 completed May 10, 2026, 2:59 p.m.
NEDg Description generation batch_6a009e1aa6548190b77def9f74d3272a completed May 10, 2026, 3:02 p.m.
NED2 Entity disambiguation (via description) batch_6a009eb06d6481909914286301f9b4db completed May 10, 2026, 3:05 p.m.
Created at: April 10, 2026, 5:20 a.m.