Triple

T12156778
Position Surface form Disambiguated ID Type / Status
Subject Government of the Macao Special Administrative Region E289594 entity
Predicate hasDepartment P35 FINISHED
Object Secretariat for Administration and Justice
The Secretariat for Administration and Justice is a principal governmental body in the Macao Special Administrative Region responsible for overseeing public administration, legal affairs, and related policy coordination.
E963741 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 Administration and Justice | Statement: [Government of the Macao Special Administrative Region, hasDepartment, Secretariat for Administration and Justice]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Secretariat for Administration and Justice
Context triple: [Government of the Macao Special Administrative Region, hasDepartment, Secretariat for Administration and Justice]
  • A. Secretariat-General for Administration
    The Secretariat-General for Administration is a central administrative body within the French defense establishment responsible for managing cross-cutting functions such as human resources, finance, legal affairs, and general administration.
  • B. General Secretariat of the Judiciary
    The General Secretariat of the Judiciary is the administrative and technical body that supports Spain’s judicial governance system by managing its organizational, personnel, and operational functions.
  • C. Secretariat of Judicial Reform
    The Secretariat of Judicial Reform is a Brazilian government body responsible for planning and promoting policies to modernize, improve efficiency, and expand access to the country’s justice system.
  • D. Directorate General of Administration
    The Directorate General of Administration is the administrative body within the Council of Europe responsible for managing its internal services, resources, and support functions.
  • E. People's Commissariat for Justice
    The People's Commissariat for Justice was the Soviet government ministry responsible for overseeing the legal system, courts, and prosecution during the early years of the USSR.
  • 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 Administration and Justice
Triple: [Government of the Macao Special Administrative Region, hasDepartment, Secretariat for Administration and Justice]
Generated description
The Secretariat for Administration and Justice is a principal governmental body in the Macao Special Administrative Region responsible for overseeing public administration, legal affairs, and related policy coordination.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Secretariat for Administration and Justice
Target entity description: The Secretariat for Administration and Justice is a principal governmental body in the Macao Special Administrative Region responsible for overseeing public administration, legal affairs, and related policy coordination.
  • A. Secretariat-General for Administration
    The Secretariat-General for Administration is a central administrative body within the French defense establishment responsible for managing cross-cutting functions such as human resources, finance, legal affairs, and general administration.
  • B. General Secretariat of the Judiciary
    The General Secretariat of the Judiciary is the administrative and technical body that supports Spain’s judicial governance system by managing its organizational, personnel, and operational functions.
  • C. Secretariat of Judicial Reform
    The Secretariat of Judicial Reform is a Brazilian government body responsible for planning and promoting policies to modernize, improve efficiency, and expand access to the country’s justice system.
  • D. Directorate General of Administration
    The Directorate General of Administration is the administrative body within the Council of Europe responsible for managing its internal services, resources, and support functions.
  • E. People's Commissariat for Justice
    The People's Commissariat for Justice was the Soviet government ministry responsible for overseeing the legal system, courts, and prosecution during the early years of the USSR.
  • 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.