Triple
T2059542
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FE Industrial and Systems |
E45754
|
entity |
| Predicate | hasContentSpecification |
P5374
|
FINISHED |
| Object | NCEES FE Industrial and Systems exam specifications |
E45754
|
NE FINISHED |
How this triple was built (3 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: NCEES FE Industrial and Systems exam specifications | Statement: [FE Industrial and Systems, hasContentSpecification, NCEES FE Industrial and Systems exam specifications]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NCEES FE Industrial and Systems exam specifications Context triple: [FE Industrial and Systems, hasContentSpecification, NCEES FE Industrial and Systems exam specifications]
-
A.
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.
-
B.
Principles and Practice of Engineering exam
The Principles and Practice of Engineering exam is a professional licensure test in the United States that assesses the competency of engineers who have gained sufficient work experience to practice independently.
-
C.
FE Industrial and Systems
chosen
FE Industrial and Systems is a discipline-specific version of the Fundamentals of Engineering exam focused on industrial and systems engineering principles and practices.
-
D.
Engineering Services Examination
The Engineering Services Examination is a highly competitive national-level exam in India that recruits engineers for key technical and managerial positions in various government departments and public sector organizations.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasContentSpecification Context triple: [FE Industrial and Systems, hasContentSpecification, NCEES FE Industrial and Systems exam specifications]
-
A.
hasSpecification
chosen
Indicates that an entity is associated with a particular specification that defines or constrains its properties, behavior, or requirements.
-
B.
hasConformanceRequirements
Indicates that an entity is subject to specific rules, standards, or criteria that it must satisfy or comply with.
-
C.
hasContentFrom
Indicates that one entity’s content is derived from, includes, or is based on another entity.
-
D.
hasContentType
Indicates that an entity is associated with or classified by a specific type of content.
-
E.
hasTotalQuarkContent
Indicates that an entity (such as a particle or system) is associated with a specified total number or combination of quarks it contains.
- F. None of above.
Provenance (4 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_69a8891a19508190a12ef1e192308dcb |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb9af42988190a4e977154dd10312 |
completed | March 7, 2026, 5:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae2014da048190902b2a23574d34ef |
completed | March 9, 2026, 1:19 a.m. |
| PD | Predicate disambiguation | batch_69abb7ad5a7c8190b92575d6053b3fb7 |
completed | March 7, 2026, 5:29 a.m. |
Created at: March 4, 2026, 7:40 p.m.