Triple

T5230683
Position Surface form Disambiguated ID Type / Status
Subject AASHTO LRFD Bridge Design Specifications E118102 entity
Predicate fullName P16 FINISHED
Object American Association of State Highway and Transportation Officials Load and Resistance Factor Design Bridge Design Specifications E118102 NE FINISHED

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: American Association of State Highway and Transportation Officials Load and Resistance Factor Design Bridge Design Specifications | Statement: [AASHTO LRFD Bridge Design Specifications, fullName, American Association of State Highway and Transportation Officials Load and Resistance Factor Design Bridge Design Specifications]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: American Association of State Highway and Transportation Officials Load and Resistance Factor Design Bridge Design Specifications
Context triple: [AASHTO LRFD Bridge Design Specifications, fullName, American Association of State Highway and Transportation Officials Load and Resistance Factor Design Bridge Design Specifications]
  • A. AASHTO LRFD Bridge Design Specifications chosen
    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.
  • B. Bureau of Bridge Design of the New Hampshire Department of Transportation
    The Bureau of Bridge Design of the New Hampshire Department of Transportation is the specialized unit responsible for planning, engineering, and overseeing the design of bridges and related structures within the state’s transportation network.
  • C. 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.
  • D. "Suspension Bridges: The Aerodynamic Problem"
    "Suspension Bridges: The Aerodynamic Problem" is a technical work by bridge engineer David B. Steinman that analyzes the aerodynamic behavior and stability of suspension bridges to prevent failures such as wind-induced oscillations and collapse.
  • E. A Policy on Geometric Design of Highways and Streets
    A Policy on Geometric Design of Highways and Streets is a key engineering reference manual that sets widely used standards and guidelines for the geometric design of roads and streets in the United States.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69bd4466fb8c819083b806a79414d7e4 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7b0093a88190aba381ba3f761408 completed March 20, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69bef810d6108190b2b2067cce12955b completed March 21, 2026, 7:57 p.m.
Created at: March 20, 2026, 1:48 p.m.