Triple
T20544081
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Load and Resistance Factor Design |
E504419
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object | LRFD |
—
|
NE NERFINISHED |
How this triple was built (2 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: LRFD | Statement: [Load and Resistance Factor Design, abbreviation, LRFD]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LRFD Context triple: [Load and Resistance Factor Design, abbreviation, LRFD]
-
A.
Load and Resistance Factor Design
chosen
Load and Resistance Factor Design is a structural engineering design methodology that applies statistically calibrated load and resistance factors to ensure adequate safety and reliability in structures such as bridges.
-
B.
AASHTO LRFD Bridge Design Specifications
The AASHTO LRFD Bridge Design Specifications are the primary U.S. standards that provide load and resistance factor design criteria for the analysis and design of highway bridges.
-
C.
ASCE 7 seismic provisions
The ASCE 7 seismic provisions are a set of nationally recognized engineering requirements that define how buildings and other structures must be designed to resist earthquake forces in the United States.
-
D.
Design of Prestressed Concrete Structures
"Design of Prestressed Concrete Structures" is a foundational engineering textbook that systematically presents the theory, design principles, and practical applications of prestressed concrete for structural engineers.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b4b476648190bc6019622ae54d3c |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6a2957c308190aab81127f82f8aa6 |
completed | April 20, 2026, 10:03 p.m. |
Created at: April 16, 2026, 11:38 a.m.