Triple

T13639399
Position Surface form Disambiguated ID Type / Status
Subject Food and Environmental Hygiene Department E325934 entity
Predicate hasDivision P35 FINISHED
Object Environmental Hygiene Branch
The Environmental Hygiene Branch is a division responsible for overseeing public cleanliness, sanitation, and related environmental health services under Hong Kong’s Food and Environmental Hygiene Department.
E1052228 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: Environmental Hygiene Branch | Statement: [Food and Environmental Hygiene Department, hasDivision, Environmental Hygiene Branch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Environmental Hygiene Branch
Context triple: [Food and Environmental Hygiene Department, hasDivision, Environmental Hygiene Branch]
  • A. Bureau of Environmental Health
    The Bureau of Environmental Health is a division of Massachusetts’ state public health agency that focuses on protecting and promoting health by assessing and managing environmental and occupational health risks.
  • B. Environmental Health Division
    The Environmental Health Division is a branch of Alaska’s state environmental agency responsible for protecting public health by overseeing food safety, sanitation, drinking water quality, and related environmental health programs.
  • C. Office of Environmental Health and Engineering
    The Office of Environmental Health and Engineering is a division of the Indian Health Service responsible for planning, developing, and managing environmental health, sanitation, and healthcare facility infrastructure for American Indian and Alaska Native communities.
  • D. Office of Environmental Health Services
    The Office of Environmental Health Services is a division of the Virginia Department of Health responsible for protecting public health through oversight of environmental factors such as water quality, food safety, waste management, and related regulatory programs.
  • E. Department of Environmental Health
    The Department of Environmental Health is an academic department at the Harvard T.H. Chan School of Public Health that focuses on how environmental and occupational exposures affect human health and on developing strategies to prevent related diseases.
  • 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: Environmental Hygiene Branch
Triple: [Food and Environmental Hygiene Department, hasDivision, Environmental Hygiene Branch]
Generated description
The Environmental Hygiene Branch is a division responsible for overseeing public cleanliness, sanitation, and related environmental health services under Hong Kong’s Food and Environmental Hygiene Department.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Environmental Hygiene Branch
Target entity description: The Environmental Hygiene Branch is a division responsible for overseeing public cleanliness, sanitation, and related environmental health services under Hong Kong’s Food and Environmental Hygiene Department.
  • A. Bureau of Environmental Health
    The Bureau of Environmental Health is a division of Massachusetts’ state public health agency that focuses on protecting and promoting health by assessing and managing environmental and occupational health risks.
  • B. Environmental Health Division
    The Environmental Health Division is a branch of Alaska’s state environmental agency responsible for protecting public health by overseeing food safety, sanitation, drinking water quality, and related environmental health programs.
  • C. Office of Environmental Health and Engineering
    The Office of Environmental Health and Engineering is a division of the Indian Health Service responsible for planning, developing, and managing environmental health, sanitation, and healthcare facility infrastructure for American Indian and Alaska Native communities.
  • D. Office of Environmental Health Services
    The Office of Environmental Health Services is a division of the Virginia Department of Health responsible for protecting public health through oversight of environmental factors such as water quality, food safety, waste management, and related regulatory programs.
  • E. Department of Environmental Health
    The Department of Environmental Health is an academic department at the Harvard T.H. Chan School of Public Health that focuses on how environmental and occupational exposures affect human health and on developing strategies to prevent related diseases.
  • 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_69dbc5a84cc4819098a975e33250c89b 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.