Triple

T2059399
Position Surface form Disambiguated ID Type / Status
Subject FE Chemical E45751 entity
Predicate hasReferenceMaterial P10464 FINISHED
Object NCEES FE Reference Handbook
The NCEES FE Reference Handbook is the official, comprehensive reference manual provided by NCEES for use during all Fundamentals of Engineering (FE) exams, containing the equations, tables, and data needed for problem solving.
E228327 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: NCEES FE Reference Handbook | Statement: [FE Chemical, hasReferenceMaterial, NCEES FE Reference Handbook]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NCEES FE Reference Handbook
Context triple: [FE Chemical, hasReferenceMaterial, NCEES FE Reference Handbook]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Fundamentals of Surveying exam
    The Fundamentals of Surveying exam is a standardized professional licensing test in the United States that assesses entry-level knowledge and skills in land surveying.
  • E. NCEES-approved Pearson VUE test centers
    NCEES-approved Pearson VUE test centers are authorized examination facilities where candidates take computer-based engineering licensure exams such as the FE.
  • 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: NCEES FE Reference Handbook
Triple: [FE Chemical, hasReferenceMaterial, NCEES FE Reference Handbook]
Generated description
The NCEES FE Reference Handbook is the official, comprehensive reference manual provided by NCEES for use during all Fundamentals of Engineering (FE) exams, containing the equations, tables, and data needed for problem solving.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NCEES FE Reference Handbook
Target entity description: The NCEES FE Reference Handbook is the official, comprehensive reference manual provided by NCEES for use during all Fundamentals of Engineering (FE) exams, containing the equations, tables, and data needed for problem solving.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Fundamentals of Surveying exam
    The Fundamentals of Surveying exam is a standardized professional licensing test in the United States that assesses entry-level knowledge and skills in land surveying.
  • E. NCEES-approved Pearson VUE test centers
    NCEES-approved Pearson VUE test centers are authorized examination facilities where candidates take computer-based engineering licensure exams such as the FE.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasReferenceMaterial
Context triple: [FE Chemical, hasReferenceMaterial, NCEES FE Reference Handbook]
  • A. hasEducationalMaterial chosen
    Indicates that an entity provides, contains, or is associated with educational content or learning resources for another entity.
  • B. additionalMaterialBy
    Indicates that one entity serves as supplementary or supporting material created by a specified agent or source.
  • C. hasMaterialType
    Indicates that something is composed of, made from, or characterized by a specific type of material.
  • D. materialProvidedFor
    Indicates that one entity supplies or makes available a material for use, processing, or incorporation by another entity or purpose.
  • E. hasNotableReference
    Indicates that one entity makes a significant or noteworthy mention of, or allusion to, another entity.
  • 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_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.
NEDg Description generation batch_69ae20dff3c48190943a913c63247537 completed March 9, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_69ae21465d048190a1ee3a52c96ee37d completed March 9, 2026, 1:24 a.m.
PD Predicate disambiguation batch_69abb7ad5a7c8190b92575d6053b3fb7 completed March 7, 2026, 5:29 a.m.
Created at: March 4, 2026, 7:40 p.m.