Triple

T360763
Position Surface form Disambiguated ID Type / Status
Subject Fundamentals of Engineering exam E7845 entity
Predicate hasDisciplineSpecificVersion P12350 FINISHED
Object FE Environmental
FE Environmental is a discipline-specific version of the Fundamentals of Engineering exam focused on testing knowledge and skills in environmental engineering.
E45753 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: FE Environmental | Statement: [Fundamentals of Engineering exam, hasDisciplineSpecificVersion, FE Environmental]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FE Environmental
Context triple: [Fundamentals of Engineering exam, hasDisciplineSpecificVersion, FE Environmental]
  • A. Environmental Protection Division
    The Environmental Protection Division is the branch of Georgia’s state government responsible for enforcing environmental laws and regulations, monitoring air and water quality, and overseeing pollution control and resource protection programs.
  • B. United States Environmental Protection Agency
    The United States Environmental Protection Agency is a federal government agency responsible for protecting human health and the environment through regulation, enforcement, and environmental research in the United States.
  • C. Office of Environmental Programs
    The Office of Environmental Programs is a division within the U.S. Bureau of Ocean Energy Management responsible for assessing and managing the environmental impacts of offshore energy and mineral activities.
  • D. Office of Environmental Management
    The Office of Environmental Management is a U.S. Department of Energy program responsible for cleaning up the environmental legacy of the nation’s nuclear weapons and energy research activities.
  • E. Council on Environmental Quality
    The Council on Environmental Quality is a U.S. federal agency that coordinates environmental efforts across the executive branch and oversees implementation of the National Environmental Policy Act.
  • 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: FE Environmental
Triple: [Fundamentals of Engineering exam, hasDisciplineSpecificVersion, FE Environmental]
Generated description
FE Environmental is a discipline-specific version of the Fundamentals of Engineering exam focused on testing knowledge and skills in environmental engineering.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FE Environmental
Target entity description: FE Environmental is a discipline-specific version of the Fundamentals of Engineering exam focused on testing knowledge and skills in environmental engineering.
  • A. Environmental Protection Division
    The Environmental Protection Division is the branch of Georgia’s state government responsible for enforcing environmental laws and regulations, monitoring air and water quality, and overseeing pollution control and resource protection programs.
  • B. United States Environmental Protection Agency
    The United States Environmental Protection Agency is a federal government agency responsible for protecting human health and the environment through regulation, enforcement, and environmental research in the United States.
  • C. Office of Environmental Programs
    The Office of Environmental Programs is a division within the U.S. Bureau of Ocean Energy Management responsible for assessing and managing the environmental impacts of offshore energy and mineral activities.
  • D. Office of Environmental Management
    The Office of Environmental Management is a U.S. Department of Energy program responsible for cleaning up the environmental legacy of the nation’s nuclear weapons and energy research activities.
  • E. Council on Environmental Quality
    The Council on Environmental Quality is a U.S. federal agency that coordinates environmental efforts across the executive branch and oversees implementation of the National Environmental Policy Act.
  • 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_69a2e7e880008190a6ad7e06e5d03007 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ee29ede0819095279af95b53e350 completed Feb. 28, 2026, 1:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3e57a56e081909004fcd7e15f457c completed March 1, 2026, 7:06 a.m.
NEDg Description generation batch_69a3e5e50b848190ab5d036719048df8 completed March 1, 2026, 7:08 a.m.
NED2 Entity disambiguation (via description) batch_69a3e63c749c8190b5bfd85b7ccafa9c completed March 1, 2026, 7:09 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.