Triple

T18424500
Position Surface form Disambiguated ID Type / Status
Subject Togolese Air Force E442101 entity
Predicate partOf P40 FINISHED
Object Togolese Armed Forces
The Togolese Armed Forces are the national military of Togo, responsible for the country’s defense and security across land, air, and maritime domains.
 E1324029 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: Togolese Armed Forces | Statement: [Togolese Air Force, partOf, Togolese Armed Forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Togolese Armed Forces
Context triple: [Togolese Air Force, partOf, Togolese Armed Forces]
  • A. Togolese Air Force
    The Togolese Air Force is the aerial warfare branch of Togo’s armed forces, responsible for the country’s air defense, transport, and support operations.
  • B. Guinean Armed Forces
    The Guinean Armed Forces are the national military of Guinea, responsible for the country’s defense and regional security operations.
  • C. Niger Armed Forces
    The Niger Armed Forces are the national military of Niger, responsible for defending the country’s sovereignty, maintaining internal security, and conducting operations against insurgent and rebel groups.
  • D. Senegalese Armed Forces
    The Senegalese Armed Forces are the national military of Senegal, recognized for their professionalism and frequent participation in regional peacekeeping and security operations in West Africa.
  • E. Ivory Coast Air Force
    The Ivory Coast Air Force is the aerial warfare branch of Côte d'Ivoire's military, responsible for defending the nation's airspace and providing air support to its armed forces.
  • 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: Togolese Armed Forces
Triple: [Togolese Air Force, partOf, Togolese Armed Forces]
Generated description
The Togolese Armed Forces are the national military of Togo, responsible for the country’s defense and security across land, air, and maritime domains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Togolese Armed Forces
Target entity description: The Togolese Armed Forces are the national military of Togo, responsible for the country’s defense and security across land, air, and maritime domains.
  • A. Togolese Air Force
    The Togolese Air Force is the aerial warfare branch of Togo’s armed forces, responsible for the country’s air defense, transport, and support operations.
  • B. Guinean Armed Forces
    The Guinean Armed Forces are the national military of Guinea, responsible for the country’s defense and regional security operations.
  • C. Niger Armed Forces
    The Niger Armed Forces are the national military of Niger, responsible for defending the country’s sovereignty, maintaining internal security, and conducting operations against insurgent and rebel groups.
  • D. Senegalese Armed Forces
    The Senegalese Armed Forces are the national military of Senegal, recognized for their professionalism and frequent participation in regional peacekeeping and security operations in West Africa.
  • E. Ivory Coast Air Force
    The Ivory Coast Air Force is the aerial warfare branch of Côte d'Ivoire's military, responsible for defending the nation's airspace and providing air support to its armed forces.
  • 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_69d8b9eb8a508190a942fd75ebd8b1dc completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e51b1149788190ad7c453547a6e07c completed April 19, 2026, 6:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03f0a9d0a08190a78610499b1372c9 completed May 13, 2026, 3:31 a.m.
NEDg Description generation batch_6a03f21c622c81909f34f0d3da0c4491 completed May 13, 2026, 3:38 a.m.
NED2 Entity disambiguation (via description) batch_6a03f356e48c81908d74414b736303a4 completed May 13, 2026, 3:43 a.m.
Created at: April 10, 2026, 10:47 a.m.