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.