Triple

T7591172
Position Surface form Disambiguated ID Type / Status
Subject Johns Hopkins Bloomberg School of Public Health E179737 entity
Predicate hasDiscipline P531 FINISHED
Object Environmental Health and Engineering
Environmental Health and Engineering is an interdisciplinary field that studies how environmental factors affect human health and develops engineering solutions to prevent disease and promote healthier communities.
E675317 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 Health and Engineering | Statement: [Johns Hopkins Bloomberg School of Public Health, hasDiscipline, Environmental Health and Engineering]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Environmental Health and Engineering
Context triple: [Johns Hopkins Bloomberg School of Public Health, hasDiscipline, Environmental Health and Engineering]
  • A. Environmental Health Sciences Core Centers
    Environmental Health Sciences Core Centers are specialized research hubs that support multidisciplinary studies on how environmental factors affect human health, providing shared resources, expertise, and infrastructure to investigators.
  • B. 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.
  • C. Environmental Health Administration
    The Environmental Health Administration is a division of the District of Columbia’s health department responsible for protecting public health by monitoring and regulating environmental factors such as air, water, food safety, and housing conditions.
  • D. 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.
  • E. Department of Environmental Health Sciences
    The Department of Environmental Health Sciences is an academic unit at Columbia University's Mailman School of Public Health that focuses on how environmental factors 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 Health and Engineering
Triple: [Johns Hopkins Bloomberg School of Public Health, hasDiscipline, Environmental Health and Engineering]
Generated description
Environmental Health and Engineering is an interdisciplinary field that studies how environmental factors affect human health and develops engineering solutions to prevent disease and promote healthier communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Environmental Health and Engineering
Target entity description: Environmental Health and Engineering is an interdisciplinary field that studies how environmental factors affect human health and develops engineering solutions to prevent disease and promote healthier communities.
  • A. Environmental Health Sciences Core Centers
    Environmental Health Sciences Core Centers are specialized research hubs that support multidisciplinary studies on how environmental factors affect human health, providing shared resources, expertise, and infrastructure to investigators.
  • B. 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.
  • C. Environmental Health Administration
    The Environmental Health Administration is a division of the District of Columbia’s health department responsible for protecting public health by monitoring and regulating environmental factors such as air, water, food safety, and housing conditions.
  • D. 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.
  • E. Department of Environmental Health Sciences
    The Department of Environmental Health Sciences is an academic unit at Columbia University's Mailman School of Public Health that focuses on how environmental factors 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_69c69f335248819093c1006f30513708 completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f9b746ac8190b255afdfb9635f72 completed March 27, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c86192b5d88190b0a02cf303462bfb completed March 28, 2026, 11:17 p.m.
NEDg Description generation batch_69c8628d252c8190bc67e90f497f1ada completed March 28, 2026, 11:21 p.m.
NED2 Entity disambiguation (via description) batch_69c8631e5c2c8190b1c593ca9bbf039c completed March 28, 2026, 11:24 p.m.
Created at: March 27, 2026, 3:53 p.m.