Triple

T6631520
Position Surface form Disambiguated ID Type / Status
Subject Humaitá E149935 entity
Predicate usedBy P260 FINISHED
Object Paraguayan armed forces
The Paraguayan armed forces are the military organization of Paraguay, responsible for national defense and composed of army, navy, and air force branches.
 E602741 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: Paraguayan armed forces | Statement: [Humaitá, usedBy, Paraguayan armed forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Paraguayan armed forces
Context triple: [Humaitá, usedBy, Paraguayan armed forces]
  • A. Bolivian Armed Forces
    The Bolivian Armed Forces are the combined military institutions of Bolivia, historically known for their role in internal security and in defeating Che Guevara’s guerrilla insurgency in the 1960s.
  • B. Paraguayan Air Force
    The Paraguayan Air Force is the aerial warfare branch of Paraguay’s armed forces, responsible for defending the nation’s airspace and providing air support to military operations.
  • C. Argentine Armed Forces
    The Argentine Armed Forces are the combined military organization of Argentina, responsible for national defense and composed of the Army, Navy, and Air Force.
  • D. Armed Forces of Peru
    The Armed Forces of Peru are the country’s unified military organization, comprising the Army, Navy, and Air Force responsible for national defense and security.
  • E. Armed Forces of Ecuador
    The Armed Forces of Ecuador are the country's military organization responsible for national defense, comprising the army, navy, and air force.
  • 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: Paraguayan armed forces
Triple: [Humaitá, usedBy, Paraguayan armed forces]
Generated description
The Paraguayan armed forces are the military organization of Paraguay, responsible for national defense and composed of army, navy, and air force branches.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Paraguayan armed forces
Target entity description: The Paraguayan armed forces are the military organization of Paraguay, responsible for national defense and composed of army, navy, and air force branches.
  • A. Bolivian Armed Forces
    The Bolivian Armed Forces are the combined military institutions of Bolivia, historically known for their role in internal security and in defeating Che Guevara’s guerrilla insurgency in the 1960s.
  • B. Paraguayan Air Force
    The Paraguayan Air Force is the aerial warfare branch of Paraguay’s armed forces, responsible for defending the nation’s airspace and providing air support to military operations.
  • C. Argentine Armed Forces
    The Argentine Armed Forces are the combined military organization of Argentina, responsible for national defense and composed of the Army, Navy, and Air Force.
  • D. Armed Forces of Peru
    The Armed Forces of Peru are the country’s unified military organization, comprising the Army, Navy, and Air Force responsible for national defense and security.
  • E. Armed Forces of Ecuador
    The Armed Forces of Ecuador are the country's military organization responsible for national defense, comprising the army, navy, and air force.
  • 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_69c687ee50048190aa151765bef16193 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6afa6e52c8190943c86660da23c75 completed March 27, 2026, 4:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cbeef9f48190aea2e97a1f8735ee completed March 27, 2026, 6:26 p.m.
NEDg Description generation batch_69c6cdc0a90c81909ed2b661320135b3 completed March 27, 2026, 6:34 p.m.
NED2 Entity disambiguation (via description) batch_69c6ce71bbfc8190801017bde36effcf completed March 27, 2026, 6:37 p.m.
Created at: March 27, 2026, 1:59 p.m.