Triple

T11555886
Position Surface form Disambiguated ID Type / Status
Subject Ghana Armed Forces E274016 entity
Predicate hasTrainingInstitution P345 FINISHED
Object Armed Forces Command and Staff College, Ghana
The Armed Forces Command and Staff College, Ghana is a premier military higher-education institution that provides advanced professional training and leadership development for officers of the Ghana Armed Forces and allied nations.
E935505 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: Armed Forces Command and Staff College, Ghana | Statement: [Ghana Armed Forces, hasTrainingInstitution, Armed Forces Command and Staff College, Ghana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Armed Forces Command and Staff College, Ghana
Context triple: [Ghana Armed Forces, hasTrainingInstitution, Armed Forces Command and Staff College, Ghana]
  • A. Ghana Military Academy
    The Ghana Military Academy is the principal officer training institution of Ghana’s armed forces, responsible for preparing cadets for leadership roles in the army and other military branches.
  • B. Ghana Police College
    Ghana Police College is the main tertiary-level institution responsible for training and professional development of officers within the Ghana Police Service.
  • C. Armed Forces Command and Staff College, Jaji
    Armed Forces Command and Staff College, Jaji is Nigeria’s premier military higher-education institution responsible for training mid-level officers in joint and staff duties for the country’s armed forces.
  • D. Armed Forces Staff College
    The Armed Forces Staff College is a U.S. military educational institution that provides advanced joint professional military education to mid-career officers from multiple service branches.
  • E. Command and Staff College
    Command and Staff College is a professional military education institution of the U.S. Marine Corps that prepares mid-career officers for higher command and staff responsibilities.
  • 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: Armed Forces Command and Staff College, Ghana
Triple: [Ghana Armed Forces, hasTrainingInstitution, Armed Forces Command and Staff College, Ghana]
Generated description
The Armed Forces Command and Staff College, Ghana is a premier military higher-education institution that provides advanced professional training and leadership development for officers of the Ghana Armed Forces and allied nations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Armed Forces Command and Staff College, Ghana
Target entity description: The Armed Forces Command and Staff College, Ghana is a premier military higher-education institution that provides advanced professional training and leadership development for officers of the Ghana Armed Forces and allied nations.
  • A. Ghana Military Academy
    The Ghana Military Academy is the principal officer training institution of Ghana’s armed forces, responsible for preparing cadets for leadership roles in the army and other military branches.
  • B. Ghana Police College
    Ghana Police College is the main tertiary-level institution responsible for training and professional development of officers within the Ghana Police Service.
  • C. Armed Forces Command and Staff College, Jaji
    Armed Forces Command and Staff College, Jaji is Nigeria’s premier military higher-education institution responsible for training mid-level officers in joint and staff duties for the country’s armed forces.
  • D. Armed Forces Staff College
    The Armed Forces Staff College is a U.S. military educational institution that provides advanced joint professional military education to mid-career officers from multiple service branches.
  • E. Command and Staff College
    Command and Staff College is a professional military education institution of the U.S. Marine Corps that prepares mid-career officers for higher command and staff responsibilities.
  • 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_69d6aae4dfa48190a3ab0b19a159a3c5 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d88a86be308190973fea5d7db8ba9d completed April 10, 2026, 5:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69e713a7e16481908faabcafe11daf37 completed April 21, 2026, 6:05 a.m.
NEDg Description generation batch_69e75db0ed7081909b0a5349c5aa1db4 completed April 21, 2026, 11:21 a.m.
NED2 Entity disambiguation (via description) batch_69e7ab2c33888190a10b50195edf04f7 completed April 21, 2026, 4:51 p.m.
Created at: April 8, 2026, 9:37 p.m.