Triple

T5939581
Position Surface form Disambiguated ID Type / Status
Subject Council of Ministers of Bolivia E132132 entity
Predicate hasPart P35 FINISHED
Object Ministry of Productive Development and Plural Economy of Bolivia
The Ministry of Productive Development and Plural Economy of Bolivia is a government ministry responsible for formulating and implementing policies to promote industrial production, entrepreneurship, and Bolivia’s plural, mixed economic model.
E566936 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 Productive Development and Plural Economy of Bolivia | Statement: [Council of Ministers of Bolivia, hasPart, Ministry of Productive Development and Plural Economy of Bolivia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of Productive Development and Plural Economy of Bolivia
Context triple: [Council of Ministers of Bolivia, hasPart, Ministry of Productive Development and Plural Economy of Bolivia]
  • A. Ministry of Development Planning of Bolivia
    The Ministry of Development Planning of Bolivia is a government body responsible for designing and coordinating the country’s national development strategies, economic planning, and public investment policies.
  • B. Ministry of Economy and Public Finance of Bolivia
    The Ministry of Economy and Public Finance of Bolivia is the government body responsible for designing and implementing the country’s economic, fiscal, and public finance policies.
  • C. Ministry of Rural Development and Lands of Bolivia
    The Ministry of Rural Development and Lands of Bolivia is a government body responsible for formulating and implementing policies on rural development, agriculture, and land management in the country.
  • D. Ministry of Government of Bolivia
    The Ministry of Government of Bolivia is the central executive body responsible for internal affairs, public security, and governance coordination within the Bolivian state.
  • E. Ministry of Hydrocarbons and Energy of Bolivia
    The Ministry of Hydrocarbons and Energy of Bolivia is the government body responsible for formulating and implementing national policies on oil, gas, and energy resources in Bolivia.
  • 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 Productive Development and Plural Economy of Bolivia
Triple: [Council of Ministers of Bolivia, hasPart, Ministry of Productive Development and Plural Economy of Bolivia]
Generated description
The Ministry of Productive Development and Plural Economy of Bolivia is a government ministry responsible for formulating and implementing policies to promote industrial production, entrepreneurship, and Bolivia’s plural, mixed economic model.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ministry of Productive Development and Plural Economy of Bolivia
Target entity description: The Ministry of Productive Development and Plural Economy of Bolivia is a government ministry responsible for formulating and implementing policies to promote industrial production, entrepreneurship, and Bolivia’s plural, mixed economic model.
  • A. Ministry of Development Planning of Bolivia
    The Ministry of Development Planning of Bolivia is a government body responsible for designing and coordinating the country’s national development strategies, economic planning, and public investment policies.
  • B. Ministry of Economy and Public Finance of Bolivia
    The Ministry of Economy and Public Finance of Bolivia is the government body responsible for designing and implementing the country’s economic, fiscal, and public finance policies.
  • C. Ministry of Rural Development and Lands of Bolivia
    The Ministry of Rural Development and Lands of Bolivia is a government body responsible for formulating and implementing policies on rural development, agriculture, and land management in the country.
  • D. Ministry of Government of Bolivia
    The Ministry of Government of Bolivia is the central executive body responsible for internal affairs, public security, and governance coordination within the Bolivian state.
  • E. Ministry of Hydrocarbons and Energy of Bolivia
    The Ministry of Hydrocarbons and Energy of Bolivia is the government body responsible for formulating and implementing national policies on oil, gas, and energy resources in Bolivia.
  • 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_69c0085c55dc8190aa90e242c956e2fa completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c038ef132c8190812cf1e6fdd8dd9b completed March 22, 2026, 6:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11cc81b3081908a35c4230eba3f06 completed March 23, 2026, 10:58 a.m.
NEDg Description generation batch_69c11d9102648190a61e9a85ead0fff4 completed March 23, 2026, 11:01 a.m.
NED2 Entity disambiguation (via description) batch_69c11e76f5c48190adabb10472729cb2 completed March 23, 2026, 11:05 a.m.
Created at: March 22, 2026, 4:01 p.m.