Triple

T12156779
Position Surface form Disambiguated ID Type / Status
Subject Government of the Macao Special Administrative Region E289594 entity
Predicate hasDepartment P35 FINISHED
Object Secretariat for Economy and Finance
The Secretariat for Economy and Finance is the Macao SAR government body responsible for formulating and overseeing policies related to economic development, public finance, and financial services.
 E963742 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: Secretariat for Economy and Finance | Statement: [Government of the Macao Special Administrative Region, hasDepartment, Secretariat for Economy and Finance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Secretariat for Economy and Finance
Context triple: [Government of the Macao Special Administrative Region, hasDepartment, Secretariat for Economy and Finance]
  • A. Secretariat for the Economy
    The Secretariat for the Economy is a Vatican department responsible for overseeing and coordinating the Holy See’s economic and administrative affairs.
  • B. Secretariat of the Economy
    The Secretariat of the Economy is Mexico’s federal government ministry responsible for designing and implementing national economic, trade, and industrial development policies.
  • C. Ministry for the Economy and Finance
    The Ministry for the Economy and Finance is the French government department responsible for national economic policy, public finances, taxation, and the management of the state budget.
  • D. Secretariat of Finance and Public Credit
    The Secretariat of Finance and Public Credit is Mexico’s federal ministry responsible for managing national fiscal policy, public finances, taxation, and the federal budget.
  • E. Ministry of Finance
    The Ministry of Finance is the Government of India’s key economic ministry responsible for managing public finances, taxation, economic policy, and the preparation of the national budget.
  • 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: Secretariat for Economy and Finance
Triple: [Government of the Macao Special Administrative Region, hasDepartment, Secretariat for Economy and Finance]
Generated description
The Secretariat for Economy and Finance is the Macao SAR government body responsible for formulating and overseeing policies related to economic development, public finance, and financial services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Secretariat for Economy and Finance
Target entity description: The Secretariat for Economy and Finance is the Macao SAR government body responsible for formulating and overseeing policies related to economic development, public finance, and financial services.
  • A. Secretariat for the Economy
    The Secretariat for the Economy is a Vatican department responsible for overseeing and coordinating the Holy See’s economic and administrative affairs.
  • B. Secretariat of the Economy
    The Secretariat of the Economy is Mexico’s federal government ministry responsible for designing and implementing national economic, trade, and industrial development policies.
  • C. Ministry for the Economy and Finance
    The Ministry for the Economy and Finance is the French government department responsible for national economic policy, public finances, taxation, and the management of the state budget.
  • D. Secretariat of Finance and Public Credit
    The Secretariat of Finance and Public Credit is Mexico’s federal ministry responsible for managing national fiscal policy, public finances, taxation, and the federal budget.
  • E. Ministry of Finance
    The Ministry of Finance is the Government of India’s key economic ministry responsible for managing public finances, taxation, economic policy, and the preparation of the national budget.
  • 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_69d6ab4c6710819097a9d228382dde43 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915c1673c8190830cd15525d16869 completed April 10, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f69c8d408190abbc900deb534045 completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f5fe53d47c8190896a9abf8cc4bc31 completed May 2, 2026, 1:38 p.m.
NED2 Entity disambiguation (via description) batch_69f5ffc563a08190b95db768df475a3a completed May 2, 2026, 1:44 p.m.
Created at: April 8, 2026, 9:50 p.m.