Triple

T5230684
Position Surface form Disambiguated ID Type / Status
Subject AASHTO LRFD Bridge Design Specifications E118102 entity
Predicate abbreviation P43 FINISHED
Object AASHTO LRFD 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: AASHTO LRFD | Statement: [AASHTO LRFD Bridge Design Specifications, abbreviation, AASHTO LRFD]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AASHTO LRFD
Context triple: [AASHTO LRFD Bridge Design Specifications, abbreviation, AASHTO LRFD]
  • 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. 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. AASHTO Highway Safety Manual
    The AASHTO Highway Safety Manual is a foundational reference that provides data-driven methods and tools for predicting, evaluating, and improving roadway safety performance in transportation engineering and planning.
  • D. American Association of State Highway and Transportation Officials
    The American Association of State Highway and Transportation Officials (AASHTO) is a nonprofit, nonpartisan standards-setting and policy organization representing state departments of transportation across the United States.
  • 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.