Triple

T91334
Position Surface form Disambiguated ID Type / Status
Subject National Council of Examiners for Engineering and Surveying E1834 entity
Predicate developsExam P73 FINISHED
Object Fundamentals of Engineering exam
The Fundamentals of Engineering exam is a comprehensive standardized test in the United States that serves as the first step toward professional engineering licensure for recent graduates and students nearing completion of an accredited engineering degree.
E7845 NE FINISHED

How this triple was built (5 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: Fundamentals of Engineering exam | Statement: [National Council of Examiners for Engineering and Surveying, developsExam, Fundamentals of Engineering exam]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fundamentals of Engineering exam
Context triple: [National Council of Examiners for Engineering and Surveying, developsExam, Fundamentals of Engineering exam]
  • A. National Council of Examiners for Engineering and Surveying
    The National Council of Examiners for Engineering and Surveying is a U.S.-based nonprofit organization that develops and administers professional licensure examinations for engineers and surveyors across multiple jurisdictions.
  • B. Engineers
    Engineers is the nickname for the athletic teams representing the Massachusetts Institute of Technology (MIT) in collegiate sports.
  • C. National Society of Professional Engineers
    The National Society of Professional Engineers is a U.S. professional organization that advocates for licensed professional engineers, promotes engineering ethics and standards, and supports the engineering profession through education and public policy.
  • D. ABET (for chemical engineering programs)
    ABET (for chemical engineering programs) is a specialized accreditation body that evaluates and certifies the quality and rigor of college and university chemical engineering degree programs to ensure they meet established professional and educational standards.
  • E. Engineer Branch
    The Engineer Branch is a military specialty responsible for combat engineering, construction, fortifications, and support to maneuver forces on the battlefield.
  • 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: Fundamentals of Engineering exam
Triple: [National Council of Examiners for Engineering and Surveying, developsExam, Fundamentals of Engineering exam]
Generated description
The Fundamentals of Engineering exam is a comprehensive standardized test in the United States that serves as the first step toward professional engineering licensure for recent graduates and students nearing completion of an accredited engineering degree.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fundamentals of Engineering exam
Target entity description: The Fundamentals of Engineering exam is a comprehensive standardized test in the United States that serves as the first step toward professional engineering licensure for recent graduates and students nearing completion of an accredited engineering degree.
  • A. National Council of Examiners for Engineering and Surveying
    The National Council of Examiners for Engineering and Surveying is a U.S.-based nonprofit organization that develops and administers professional licensure examinations for engineers and surveyors across multiple jurisdictions.
  • B. Engineers
    Engineers is the nickname for the athletic teams representing the Massachusetts Institute of Technology (MIT) in collegiate sports.
  • C. National Society of Professional Engineers
    The National Society of Professional Engineers is a U.S. professional organization that advocates for licensed professional engineers, promotes engineering ethics and standards, and supports the engineering profession through education and public policy.
  • D. ABET (for chemical engineering programs)
    ABET (for chemical engineering programs) is a specialized accreditation body that evaluates and certifies the quality and rigor of college and university chemical engineering degree programs to ensure they meet established professional and educational standards.
  • E. Engineer Branch
    The Engineer Branch is a military specialty responsible for combat engineering, construction, fortifications, and support to maneuver forces on the battlefield.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: developsExam
Context triple: [National Council of Examiners for Engineering and Surveying, developsExam, Fundamentals of Engineering exam]
  • A. developed chosen
    Indicates that one entity created, designed, or brought another entity into a more advanced or complete state through effort or work.
  • B. educates
    Indicates that one entity provides instruction, knowledge, or training to another entity.
  • C. developedAlong
    Indicates that something was created, constructed, or evolved following the course, path, or boundary of something else.
  • D. hasDevelopmentType
    Indicates the type or category of development associated with an entity, such as the nature, form, or stage of its development.
  • E. assessmentMethod
    Indicates the method or procedure used to evaluate, measure, or judge something.
  • F. None of above.

Provenance (6 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_69a24d1a97dc819094e6c021fe9b05a7 completed Feb. 28, 2026, 2:04 a.m.
NER Named-entity recognition batch_69a2512ef600819084d3c627f0d534f4 completed Feb. 28, 2026, 2:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69a26245bf748190828d5cb4624b2a79 completed Feb. 28, 2026, 3:34 a.m.
NEDg Description generation batch_69a262bec71481909b251923011ca502 completed Feb. 28, 2026, 3:36 a.m.
NED2 Entity disambiguation (via description) batch_69a263626b7c8190b53469d93ac604d9 completed Feb. 28, 2026, 3:39 a.m.
PD Predicate disambiguation batch_69a24eb9a5ac8190b1d1300e8c4e3606 completed Feb. 28, 2026, 2:11 a.m.
Created at: Feb. 28, 2026, 2:07 a.m.