Triple

T5181125
Position Surface form Disambiguated ID Type / Status
Subject Flag of Guatemala E116921 entity
Predicate usedBy P260 FINISHED
Object Guatemalan Armed Forces
The Guatemalan Armed Forces are the national military organization of Guatemala, responsible for the country’s defense, internal security, and participation in international peacekeeping operations.
 E499733 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: Guatemalan Armed Forces | Statement: [Flag of Guatemala, usedBy, Guatemalan Armed Forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Guatemalan Armed Forces
Context triple: [Flag of Guatemala, usedBy, Guatemalan Armed Forces]
  • A. Guatemalan Air Force
    The Guatemalan Air Force is the aerial warfare branch of Guatemala’s military, responsible for defending the nation’s airspace and providing air support for national security and humanitarian operations.
  • B. Armed Forces of El Salvador
    The Armed Forces of El Salvador are the national military of El Salvador, historically central to the country’s internal security and politics, particularly during the late 20th-century civil conflict.
  • C. Honduran Armed Forces
    The Honduran Armed Forces are the national military of Honduras, responsible for the country’s defense, internal security, and participation in regional security and humanitarian operations.
  • D. Salvadoran Air Force
    The Salvadoran Air Force is the aerial warfare branch of El Salvador’s military, responsible for defending the nation’s airspace and providing air support to its armed forces.
  • E. Armed Forces of Mexico
    The Armed Forces of Mexico are the country’s unified military institutions responsible for national defense, internal security, and support in civil emergencies.
  • 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: Guatemalan Armed Forces
Triple: [Flag of Guatemala, usedBy, Guatemalan Armed Forces]
Generated description
The Guatemalan Armed Forces are the national military organization of Guatemala, responsible for the country’s defense, internal security, and participation in international peacekeeping operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Guatemalan Armed Forces
Target entity description: The Guatemalan Armed Forces are the national military organization of Guatemala, responsible for the country’s defense, internal security, and participation in international peacekeeping operations.
  • A. Guatemalan Air Force
    The Guatemalan Air Force is the aerial warfare branch of Guatemala’s military, responsible for defending the nation’s airspace and providing air support for national security and humanitarian operations.
  • B. Armed Forces of El Salvador
    The Armed Forces of El Salvador are the national military of El Salvador, historically central to the country’s internal security and politics, particularly during the late 20th-century civil conflict.
  • C. Honduran Armed Forces
    The Honduran Armed Forces are the national military of Honduras, responsible for the country’s defense, internal security, and participation in regional security and humanitarian operations.
  • D. Salvadoran Air Force
    The Salvadoran Air Force is the aerial warfare branch of El Salvador’s military, responsible for defending the nation’s airspace and providing air support to its armed forces.
  • E. Armed Forces of Mexico
    The Armed Forces of Mexico are the country’s unified military institutions responsible for national defense, internal security, and support in civil emergencies.
  • 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_69bd446140f08190becb93c61158f27f completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd799bc58c819098a8e91e21baaef4 completed March 20, 2026, 4:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed959004c81908e28156aae15bee6 completed March 21, 2026, 5:46 p.m.
NEDg Description generation batch_69beda0419108190862d028a14227e8a completed March 21, 2026, 5:48 p.m.
NED2 Entity disambiguation (via description) batch_69bedaa232ac81908c5ee2d4ba8cbcd7 completed March 21, 2026, 5:51 p.m.
Created at: March 20, 2026, 1:45 p.m.