Triple

T12428399
Position Surface form Disambiguated ID Type / Status
Subject Republic of Abkhazia government E296958 entity
Predicate hasMinistry P2820 FINISHED
Object Ministry of Finance of Abkhazia
The Ministry of Finance of Abkhazia is the government body responsible for managing the breakaway region’s public finances, budgeting, and fiscal policy.
E296958 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: Ministry of Finance of Abkhazia | Statement: [Republic of Abkhazia government, hasMinistry, Ministry of Finance of Abkhazia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of Finance of Abkhazia
Context triple: [Republic of Abkhazia government, hasMinistry, Ministry of Finance of Abkhazia]
  • A. Republic of Abkhazia government
    The Republic of Abkhazia government is the de facto administrative authority of the partially recognized state of Abkhazia, overseeing its executive, legislative, and institutional functions.
  • B. Ministry of Economy and Sustainable Development of Georgia
    The Ministry of Economy and Sustainable Development of Georgia is a government body responsible for shaping and implementing the country’s economic policy, trade, transport, and sustainable development strategies.
  • C. Ministry of Finance of Montenegro
    The Ministry of Finance of Montenegro is the national government body responsible for managing the country’s public finances, including budgeting, taxation, and fiscal policy.
  • D. Ministry of Finance of the Russian Federation
    The Ministry of Finance of the Russian Federation is the federal executive body responsible for developing and implementing Russia’s fiscal, budgetary, and financial policy, including managing state finances and public debt.
  • E. Ministry of Finance of Kazakhstan
    The Ministry of Finance of Kazakhstan is the central government body responsible for formulating and implementing the country’s fiscal policy, managing the state budget, and overseeing public financial management.
  • 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: Ministry of Finance of Abkhazia
Triple: [Republic of Abkhazia government, hasMinistry, Ministry of Finance of Abkhazia]
Generated description
The Ministry of Finance of Abkhazia is the government body responsible for managing the breakaway region’s public finances, budgeting, and fiscal policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ministry of Finance of Abkhazia
Target entity description: The Ministry of Finance of Abkhazia is the government body responsible for managing the breakaway region’s public finances, budgeting, and fiscal policy.
  • A. Republic of Abkhazia government chosen
    The Republic of Abkhazia government is the de facto administrative authority of the partially recognized state of Abkhazia, overseeing its executive, legislative, and institutional functions.
  • B. Ministry of Economy and Sustainable Development of Georgia
    The Ministry of Economy and Sustainable Development of Georgia is a government body responsible for shaping and implementing the country’s economic policy, trade, transport, and sustainable development strategies.
  • C. Ministry of Finance of Montenegro
    The Ministry of Finance of Montenegro is the national government body responsible for managing the country’s public finances, including budgeting, taxation, and fiscal policy.
  • D. Ministry of Finance of the Russian Federation
    The Ministry of Finance of the Russian Federation is the federal executive body responsible for developing and implementing Russia’s fiscal, budgetary, and financial policy, including managing state finances and public debt.
  • E. Ministry of Finance of Kazakhstan
    The Ministry of Finance of Kazakhstan is the central government body responsible for formulating and implementing the country’s fiscal policy, managing the state budget, and overseeing public financial management.
  • F. None of above.

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_69d6ada0640c81908c061d7fb3d47786 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d7ddc688190bddb242d67fa6e89 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6349b075c8190b77cd51bc45be8ef completed May 2, 2026, 5:30 p.m.
NEDg Description generation batch_69f636cf7d808190bf3c1c84bdaf414e completed May 2, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_69f638050d2481909d25d5d718353cd5 completed May 2, 2026, 5:44 p.m.
Created at: April 8, 2026, 9:55 p.m.