Triple
T12156786
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government of the Macao Special Administrative Region |
E289594
|
entity |
| Predicate | hasBody |
P35
|
FINISHED |
| Object |
Macao Customs Service
The Macao Customs Service is the law enforcement agency responsible for customs control, anti-smuggling operations, and protection of the economic and border security of the Macao Special Administrative Region.
|
E963748
|
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 Customs Service | Statement: [Government of the Macao Special Administrative Region, hasBody, Macao Customs Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Macao Customs Service Context triple: [Government of the Macao Special Administrative Region, hasBody, Macao Customs Service]
-
A.
Hong Kong Customs and Excise Department
The Hong Kong Customs and Excise Department is the law enforcement agency responsible for customs control, revenue collection, and combating smuggling and illicit trade in Hong Kong.
-
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.
Monetary Authority of Macao
The Monetary Authority of Macao is the central banking and financial regulatory institution of the Macao Special Administrative Region, overseeing monetary policy, financial stability, and supervision of the territory’s banking and insurance sectors.
-
D.
Hong Kong Marine Department
The Hong Kong Marine Department is the government authority responsible for regulating, managing, and ensuring the safety and efficiency of Hong Kong’s maritime and port operations.
-
E.
Civil Aviation Authority of Macau
The Civil Aviation Authority of Macau is the government agency responsible for regulating and overseeing civil aviation activities and air transport safety in the Macau Special Administrative Region.
- 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 Customs Service Triple: [Government of the Macao Special Administrative Region, hasBody, Macao Customs Service]
Generated description
The Macao Customs Service is the law enforcement agency responsible for customs control, anti-smuggling operations, and protection of the economic and border security of the Macao Special Administrative Region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Macao Customs Service Target entity description: The Macao Customs Service is the law enforcement agency responsible for customs control, anti-smuggling operations, and protection of the economic and border security of the Macao Special Administrative Region.
-
A.
Hong Kong Customs and Excise Department
The Hong Kong Customs and Excise Department is the law enforcement agency responsible for customs control, revenue collection, and combating smuggling and illicit trade in Hong Kong.
-
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.
Monetary Authority of Macao
The Monetary Authority of Macao is the central banking and financial regulatory institution of the Macao Special Administrative Region, overseeing monetary policy, financial stability, and supervision of the territory’s banking and insurance sectors.
-
D.
Hong Kong Marine Department
The Hong Kong Marine Department is the government authority responsible for regulating, managing, and ensuring the safety and efficiency of Hong Kong’s maritime and port operations.
-
E.
Civil Aviation Authority of Macau
The Civil Aviation Authority of Macau is the government agency responsible for regulating and overseeing civil aviation activities and air transport safety in the Macau Special Administrative Region.
- 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.