Triple
T2059434
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FE Civil |
E45752
|
entity |
| Predicate | referenceMaterial |
P32920
|
FINISHED |
| Object | FE Reference Handbook |
E228327
|
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: FE Reference Handbook | Statement: [FE Civil, referenceMaterial, FE Reference Handbook]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FE Reference Handbook Context triple: [FE Civil, referenceMaterial, FE Reference Handbook]
-
A.
NCEES FE Reference Handbook
chosen
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.
-
B.
AASHTO Green Book
The AASHTO Green Book is a widely used design manual that sets geometric design standards and guidelines for roads and highways in the United States.
-
C.
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.
-
D.
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.
-
E.
INCOSE Systems Engineering Handbook
The INCOSE Systems Engineering Handbook is a comprehensive reference guide that defines best practices, processes, and principles for the application of systems engineering across the entire system life cycle.
- 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: referenceMaterial Context triple: [FE Civil, referenceMaterial, FE Reference Handbook]
-
A.
articleReference
Indicates that one entity cites, mentions, or refers to another entity within an article or written document.
-
B.
additionalMaterialBy
chosen
Indicates that one entity serves as supplementary or supporting material created by a specified agent or source.
-
C.
standardReference
Indicates that one entity serves as the authoritative or canonical reference or benchmark for interpreting, validating, or comparing another entity.
-
D.
referenceClient
Indicates that one entity serves as a client reference for another, typically used to validate or endorse the second entity’s services or capabilities.
-
E.
material
Indicates that one entity is physically composed of, made from, or constructed using the substance or material represented by the other entity.
- 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_69ae271cb26c81908664f4c26f4fb5ea |
completed | March 9, 2026, 1:49 a.m. |
| PD | Predicate disambiguation | batch_69abb7ad5a7c8190b92575d6053b3fb7 |
completed | March 7, 2026, 5:29 a.m. |
Created at: March 4, 2026, 7:40 p.m.