Triple

T11555856
Position Surface form Disambiguated ID Type / Status
Subject Ghana Armed Forces E274016 entity
Predicate hasBranch P35 FINISHED
Object Ghana Army
The Ghana Army is the land warfare branch of Ghana’s military, responsible for ground defense operations and national security.
E935504 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 Army | Statement: [Ghana Armed Forces, hasBranch, Ghana Army]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ghana Army
Context triple: [Ghana Armed Forces, hasBranch, Ghana Army]
  • A. 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.
  • B. 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.
  • C. Guinean Armed Forces
    The Guinean Armed Forces are the national military of Guinea, responsible for the country’s defense and regional security operations.
  • D. Ghana Police Service
    The Ghana Police Service is the national law enforcement agency of Ghana responsible for maintaining public order, preventing and investigating crime, and ensuring internal security across the country.
  • E. Sierra Leone Army
    The Sierra Leone Army is the national military force of Sierra Leone, which played a central role in the country's internal conflict during the 1990s.
  • 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 Army
Triple: [Ghana Armed Forces, hasBranch, Ghana Army]
Generated description
The Ghana Army is the land warfare branch of Ghana’s military, responsible for ground defense operations and national security.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ghana Army
Target entity description: The Ghana Army is the land warfare branch of Ghana’s military, responsible for ground defense operations and national security.
  • A. 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.
  • B. 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.
  • C. Guinean Armed Forces
    The Guinean Armed Forces are the national military of Guinea, responsible for the country’s defense and regional security operations.
  • D. Ghana Police Service
    The Ghana Police Service is the national law enforcement agency of Ghana responsible for maintaining public order, preventing and investigating crime, and ensuring internal security across the country.
  • E. Sierra Leone Army
    The Sierra Leone Army is the national military force of Sierra Leone, which played a central role in the country's internal conflict during the 1990s.
  • 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.