Triple

T3083051

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of the Hong Kong Special Administrative Region	`E64302`	entity
Predicate	hasBranch	`P35`	FINISHED
Object	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.	`E325931`	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: Hong Kong Customs and Excise Department | Statement: [Government of the Hong Kong Special Administrative Region, hasBranch, Hong Kong Customs and Excise Department]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Hong Kong Customs and Excise Department
Context triple: [Government of the Hong Kong Special Administrative Region, hasBranch, Hong Kong Customs and Excise Department]

A. Civil Aviation Department of Hong Kong
The Civil Aviation Department of Hong Kong is the government authority responsible for regulating and overseeing civil aviation safety, air traffic services, and aviation standards within Hong Kong.
B. Airport Authority Hong Kong
Airport Authority Hong Kong is a statutory body responsible for managing and developing Hong Kong’s civil aviation hub, including the operation and expansion of Hong Kong International Airport.
C. 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.
D. Hong Kong Monetary Authority
The Hong Kong Monetary Authority is the de facto central bank of Hong Kong, responsible for maintaining monetary and banking stability and managing the territory’s currency and reserves.
E. Government of the Hong Kong Special Administrative Region
The Government of the Hong Kong Special Administrative Region is the executive authority of Hong Kong, responsible for administering the territory under the “one country, two systems” framework with a high degree of autonomy from mainland China.
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: Hong Kong Customs and Excise Department
Triple: [Government of the Hong Kong Special Administrative Region, hasBranch, Hong Kong Customs and Excise Department]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Hong Kong Customs and Excise Department
Target entity description: 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.

A. Civil Aviation Department of Hong Kong
The Civil Aviation Department of Hong Kong is the government authority responsible for regulating and overseeing civil aviation safety, air traffic services, and aviation standards within Hong Kong.
B. Airport Authority Hong Kong
Airport Authority Hong Kong is a statutory body responsible for managing and developing Hong Kong’s civil aviation hub, including the operation and expansion of Hong Kong International Airport.
C. 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.
D. Hong Kong Monetary Authority
The Hong Kong Monetary Authority is the de facto central bank of Hong Kong, responsible for maintaining monetary and banking stability and managing the territory’s currency and reserves.
E. Government of the Hong Kong Special Administrative Region
The Government of the Hong Kong Special Administrative Region is the executive authority of Hong Kong, responsible for administering the territory under the “one country, two systems” framework with a high degree of autonomy from mainland China.
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_69ad857bb4c88190a4cf27893fcabed8`	completed	March 8, 2026, 2:19 p.m.
NER	Named-entity recognition	`batch_69ada1e877008190aacbd6f1357bdb9b`	completed	March 8, 2026, 4:20 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b1f89847e48190b82849701e119758`	completed	March 11, 2026, 11:19 p.m.
NEDg	Description generation	`batch_69b1f9608e88819098f4044e54e0d908`	completed	March 11, 2026, 11:23 p.m.
NED2	Entity disambiguation (via description)	`batch_69b1fe3c8f408190988e7c7e3a51057e`	completed	March 11, 2026, 11:43 p.m.

Created at: March 8, 2026, 3:03 p.m.