Triple

T2535769
Position Surface form Disambiguated ID Type / Status
Subject Government of Ghana E56264 entity
Predicate securityAgency P1429 FINISHED
Object Ghana Armed Forces
The Ghana Armed Forces is the unified military organization responsible for defending Ghana’s sovereignty and territorial integrity by land, sea, and air.
E274016 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: Ghana Armed Forces | Statement: [Government of Ghana, securityAgency, Ghana Armed Forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ghana Armed Forces
Context triple: [Government of Ghana, securityAgency, Ghana Armed Forces]
  • A. Ghana Air Force
    The Ghana Air Force is the aerial warfare branch of Ghana's armed forces, responsible for defending the country's airspace and providing air support for military and humanitarian operations.
  • B. 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.
  • C. Malian National Guard
    The Malian National Guard is a branch of Mali’s security forces responsible for internal security, territorial defense, and support to civil authorities, including maintaining public order and protecting key institutions.
  • D. Armed Forces of Liberia
    The Armed Forces of Liberia is the national military of Liberia, historically involved in the country’s civil conflicts and now focused on defense, peacekeeping, and supporting national stability.
  • E. Sudan Defence Force
    The Sudan Defence Force was a British-organized colonial military force in Anglo-Egyptian Sudan that played a key role in regional security and campaigns during the early to mid-20th century, including World War II.
  • 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: Ghana Armed Forces
Triple: [Government of Ghana, securityAgency, Ghana Armed Forces]
Generated description
The Ghana Armed Forces is the unified military organization responsible for defending Ghana’s sovereignty and territorial integrity by land, sea, and air.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ghana Armed Forces
Target entity description: The Ghana Armed Forces is the unified military organization responsible for defending Ghana’s sovereignty and territorial integrity by land, sea, and air.
  • A. Ghana Air Force
    The Ghana Air Force is the aerial warfare branch of Ghana's armed forces, responsible for defending the country's airspace and providing air support for military and humanitarian operations.
  • B. 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.
  • C. Malian National Guard
    The Malian National Guard is a branch of Mali’s security forces responsible for internal security, territorial defense, and support to civil authorities, including maintaining public order and protecting key institutions.
  • D. Armed Forces of Liberia
    The Armed Forces of Liberia is the national military of Liberia, historically involved in the country’s civil conflicts and now focused on defense, peacekeeping, and supporting national stability.
  • E. Sudan Defence Force
    The Sudan Defence Force was a British-organized colonial military force in Anglo-Egyptian Sudan that played a key role in regional security and campaigns during the early to mid-20th century, including World War II.
  • 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_69ab4a49b6508190bc467fbef4bac334 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd2965fe08190a4aedaf636076241 completed March 7, 2026, 7:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69af2bbf248481908f588bc1cf46d168 completed March 9, 2026, 8:21 p.m.
NEDg Description generation batch_69af43444ba481909311e86f5ab3a2c9 completed March 9, 2026, 10:01 p.m.
NED2 Entity disambiguation (via description) batch_69af43a2055c8190906a984afe0298c9 completed March 9, 2026, 10:03 p.m.
Created at: March 6, 2026, 9:47 p.m.