Triple

T5230732
Position Surface form Disambiguated ID Type / Status
Subject AASHTO Green Book E118103 entity
Predicate hasOfficialTitle P2275 FINISHED
Object A Policy on Geometric Design of Highways and Streets E118104 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: A Policy on Geometric Design of Highways and Streets | Statement: [AASHTO Green Book, hasOfficialTitle, A Policy on Geometric Design of Highways and Streets]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A Policy on Geometric Design of Highways and Streets
Context triple: [AASHTO Green Book, hasOfficialTitle, A Policy on Geometric Design of Highways and Streets]
  • A. A Policy on Geometric Design of Highways and Streets chosen
    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.
  • B. 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.
  • C. Planning, Programming and Modal Division of the Iowa Department of Transportation
    The Planning, Programming and Modal Division of the Iowa Department of Transportation is the branch responsible for statewide transportation planning, project programming, and coordination of various transportation modes across Iowa.
  • D. 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.
  • E. National Cooperative Highway Research Program
    The National Cooperative Highway Research Program is a U.S. research initiative that develops practical, implementable solutions to improve the design, construction, operation, and maintenance of the nation’s highways.
  • 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: hasOfficialTitle
Context triple: [AASHTO Green Book, hasOfficialTitle, A Policy on Geometric Design of Highways and Streets]
  • A. hasRepresentativeTitle chosen
    Indicates that an entity holds a formal title or designation that serves as its primary or most commonly used label or name.
  • B. hasHonoraryTitle
    Indicates that an entity has been granted a formal honorary title or distinction, typically in recognition of merit or achievement.
  • C. hasOfficial
    Indicates that an entity is formally associated with, represented by, or served by a designated official or office-holder.
  • D. hasMinisterTitle
    Indicates that an entity holds or is associated with a specific ministerial title or office.
  • E. isSeniorTitle
    Indicates that one title holds a higher or more senior rank or status relative to another title.
  • 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_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.
PD Predicate disambiguation batch_69bd77bf1ef08190bb3487b3f3ee088c completed March 20, 2026, 4:37 p.m.
Created at: March 20, 2026, 1:48 p.m.