Triple

T360761
Position Surface form Disambiguated ID Type / Status
Subject Fundamentals of Engineering exam E7845 entity
Predicate hasDisciplineSpecificVersion P12350 FINISHED
Object FE Civil
FE Civil is the civil engineering–specific version of the Fundamentals of Engineering (FE) licensure exam taken by aspiring professional engineers, typically near the end of or after completing an accredited civil engineering degree.
E45752 NE FINISHED

How this triple was built (4 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 Civil | Statement: [Fundamentals of Engineering exam, hasDisciplineSpecificVersion, FE Civil]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FE Civil
Context triple: [Fundamentals of Engineering exam, hasDisciplineSpecificVersion, FE Civil]
  • A. CEF
    CEF is the abbreviation for the Canadian Expeditionary Force, the field force of the Canadian Army raised for service overseas during the First World War.
  • B. FCS
    FCS is the NCAA Division I Football Championship Subdivision, the tier of top-level college football that determines its national champion through a playoff system rather than traditional bowl games.
  • C. FRA
    FRA is the three-letter ISO 3166-1 alpha-3 country code that uniquely identifies France in international standards and data systems.
  • D. FRA
    FRA is the United States government agency responsible for regulating and overseeing the nation’s railroad safety, infrastructure, and operations.
  • E. DFE
    DFE is the National Rail station code for Dunfermline Town railway station in Fife, Scotland.
  • 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: FE Civil
Triple: [Fundamentals of Engineering exam, hasDisciplineSpecificVersion, FE Civil]
Generated description
FE Civil is the civil engineering–specific version of the Fundamentals of Engineering (FE) licensure exam taken by aspiring professional engineers, typically near the end of or after completing an accredited civil engineering degree.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FE Civil
Target entity description: FE Civil is the civil engineering–specific version of the Fundamentals of Engineering (FE) licensure exam taken by aspiring professional engineers, typically near the end of or after completing an accredited civil engineering degree.
  • A. CEF
    CEF is the abbreviation for the Canadian Expeditionary Force, the field force of the Canadian Army raised for service overseas during the First World War.
  • B. FCS
    FCS is the NCAA Division I Football Championship Subdivision, the tier of top-level college football that determines its national champion through a playoff system rather than traditional bowl games.
  • C. FRA
    FRA is the three-letter ISO 3166-1 alpha-3 country code that uniquely identifies France in international standards and data systems.
  • D. FRA
    FRA is the United States government agency responsible for regulating and overseeing the nation’s railroad safety, infrastructure, and operations.
  • E. DFE
    DFE is the National Rail station code for Dunfermline Town railway station in Fife, Scotland.
  • F. None of above. chosen

Provenance (5 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_69a2e7e880008190a6ad7e06e5d03007 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ee29ede0819095279af95b53e350 completed Feb. 28, 2026, 1:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3e57a56e081909004fcd7e15f457c completed March 1, 2026, 7:06 a.m.
NEDg Description generation batch_69a3e5e50b848190ab5d036719048df8 completed March 1, 2026, 7:08 a.m.
NED2 Entity disambiguation (via description) batch_69a3e63c749c8190b5bfd85b7ccafa9c completed March 1, 2026, 7:09 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.