Triple

T13639708

Position	Surface form	Disambiguated ID	Type / Status
Subject	Health Bureau (Hong Kong)	`E325941`	entity
Predicate	precededBy	`P97`	FINISHED
Object	Food and Health Bureau (Hong Kong) The Food and Health Bureau (Hong Kong) was a former government policy bureau responsible for public health, food safety, and related policies before its functions were reorganized under the Health Bureau.	`E1052255`	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: Food and Health Bureau (Hong Kong) | Statement: [Health Bureau (Hong Kong), precededBy, Food and Health Bureau (Hong Kong)]

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

Target entity: Food and Health Bureau (Hong Kong)
Context triple: [Health Bureau (Hong Kong), precededBy, Food and Health Bureau (Hong Kong)]

A. Food and Environmental Hygiene Department
The Food and Environmental Hygiene Department is a Hong Kong government agency responsible for food safety control, public health, and environmental hygiene services across the territory.
B. Hospital Authority of Hong Kong
The Hospital Authority of Hong Kong is a statutory body responsible for managing and providing public hospital and healthcare services across Hong Kong.
C. Health Bureau of Macao
The Health Bureau of Macao is the government agency responsible for formulating and implementing public health policies, managing healthcare services, and overseeing disease prevention and control in the Macao Special Administrative Region.
D. Auxiliary Medical Service of Hong Kong
The Auxiliary Medical Service of Hong Kong is a government-organized volunteer emergency and medical support corps that assists in disaster response, public events, and civil protection across the territory.
E. Home Affairs Bureau of Hong Kong
The Home Affairs Bureau of Hong Kong is a government body responsible for community relations, district administration, and cultural and civic affairs across the territory.
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: Food and Health Bureau (Hong Kong)
Triple: [Health Bureau (Hong Kong), precededBy, Food and Health Bureau (Hong Kong)]

Generated description

The Food and Health Bureau (Hong Kong) was a former government policy bureau responsible for public health, food safety, and related policies before its functions were reorganized under the Health Bureau.

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

Target entity: Food and Health Bureau (Hong Kong)
Target entity description: The Food and Health Bureau (Hong Kong) was a former government policy bureau responsible for public health, food safety, and related policies before its functions were reorganized under the Health Bureau.

A. Food and Environmental Hygiene Department
The Food and Environmental Hygiene Department is a Hong Kong government agency responsible for food safety control, public health, and environmental hygiene services across the territory.
B. Hospital Authority of Hong Kong
The Hospital Authority of Hong Kong is a statutory body responsible for managing and providing public hospital and healthcare services across Hong Kong.
C. Health Bureau of Macao
The Health Bureau of Macao is the government agency responsible for formulating and implementing public health policies, managing healthcare services, and overseeing disease prevention and control in the Macao Special Administrative Region.
D. Auxiliary Medical Service of Hong Kong
The Auxiliary Medical Service of Hong Kong is a government-organized volunteer emergency and medical support corps that assists in disaster response, public events, and civil protection across the territory.
E. Home Affairs Bureau of Hong Kong
The Home Affairs Bureau of Hong Kong is a government body responsible for community relations, district administration, and cultural and civic affairs across the territory.
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_69d8076beddc8190a53156f5bea77f5e`	completed	April 9, 2026, 8:09 p.m.
NER	Named-entity recognition	`batch_69dbc5aac7308190a3fd26baeade8f2a`	completed	April 12, 2026, 4:17 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f78af46fe481909c6f9a6f58f887d1`	completed	May 3, 2026, 5:50 p.m.
NEDg	Description generation	`batch_69f78bd316788190a245e8199f6ac87b`	completed	May 3, 2026, 5:54 p.m.
NED2	Entity disambiguation (via description)	`batch_69f78c9f543481909a0de6a0c3bb041f`	completed	May 3, 2026, 5:57 p.m.

Created at: April 9, 2026, 9:51 p.m.