Triple

T12156787
Position Surface form Disambiguated ID Type / Status
Subject Government of the Macao Special Administrative Region E289594 entity
Predicate hasBody P35 FINISHED
Object Macao Public Security Police Force
The Macao Public Security Police Force is the main law enforcement agency responsible for maintaining public order, crime prevention, and internal security in the Macao Special Administrative Region of China.
E963749 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: Macao Public Security Police Force | Statement: [Government of the Macao Special Administrative Region, hasBody, Macao Public Security Police Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Macao Public Security Police Force
Context triple: [Government of the Macao Special Administrative Region, hasBody, Macao Public Security Police Force]
  • A. Hong Kong Police Force
    The Hong Kong Police Force is the primary law enforcement agency of Hong Kong, responsible for maintaining public order, preventing and investigating crime, and ensuring the security of the region.
  • B. Government of the Macao Special Administrative Region
    The Government of the Macao Special Administrative Region is the executive authority of Macau under Chinese sovereignty, responsible for administering the territory’s internal affairs, economy, and public services within the “one country, two systems” framework.
  • C. Constitutional and Mainland Affairs Bureau
    The Constitutional and Mainland Affairs Bureau is a policy bureau of the Hong Kong government responsible for constitutional development, electoral affairs, human rights, and relations between Hong Kong and mainland China.
  • D. Shanghai Municipal Police
    The Shanghai Municipal Police was the foreign-controlled law enforcement agency responsible for maintaining order and security in the Shanghai International Settlement during the late 19th and early 20th centuries.
  • E. Republic of China Military Police
    The Republic of China Military Police is a specialized gendarmerie force of Taiwan responsible for military law enforcement, security, and certain internal security and ceremonial duties.
  • 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: Macao Public Security Police Force
Triple: [Government of the Macao Special Administrative Region, hasBody, Macao Public Security Police Force]
Generated description
The Macao Public Security Police Force is the main law enforcement agency responsible for maintaining public order, crime prevention, and internal security in the Macao Special Administrative Region of China.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Macao Public Security Police Force
Target entity description: The Macao Public Security Police Force is the main law enforcement agency responsible for maintaining public order, crime prevention, and internal security in the Macao Special Administrative Region of China.
  • A. Hong Kong Police Force
    The Hong Kong Police Force is the primary law enforcement agency of Hong Kong, responsible for maintaining public order, preventing and investigating crime, and ensuring the security of the region.
  • B. Government of the Macao Special Administrative Region
    The Government of the Macao Special Administrative Region is the executive authority of Macau under Chinese sovereignty, responsible for administering the territory’s internal affairs, economy, and public services within the “one country, two systems” framework.
  • C. Constitutional and Mainland Affairs Bureau
    The Constitutional and Mainland Affairs Bureau is a policy bureau of the Hong Kong government responsible for constitutional development, electoral affairs, human rights, and relations between Hong Kong and mainland China.
  • D. Shanghai Municipal Police
    The Shanghai Municipal Police was the foreign-controlled law enforcement agency responsible for maintaining order and security in the Shanghai International Settlement during the late 19th and early 20th centuries.
  • E. Republic of China Military Police
    The Republic of China Military Police is a specialized gendarmerie force of Taiwan responsible for military law enforcement, security, and certain internal security and ceremonial duties.
  • 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.