Triple

T5230778
Position Surface form Disambiguated ID Type / Status
Subject AASHTO Green Book E118103 entity
Predicate relatedTo P37 FINISHED
Object Manual on Uniform Traffic Control Devices E44304 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: Manual on Uniform Traffic Control Devices | Statement: [AASHTO Green Book, relatedTo, Manual on Uniform Traffic Control Devices]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Manual on Uniform Traffic Control Devices
Context triple: [AASHTO Green Book, relatedTo, Manual on Uniform Traffic Control Devices]
  • A. Manual on Uniform Traffic Control Devices chosen
    The Manual on Uniform Traffic Control Devices is the United States’ national standard that defines the design and use of road signs, signals, and pavement markings to ensure consistent and safe traffic control across the country.
  • 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. 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. AASHTO U.S. Route Numbering and Sign Policy
    The AASHTO U.S. Route Numbering and Sign Policy is the official guideline issued by the American Association of State Highway and Transportation Officials that defines how U.S. numbered highways are designated, numbered, and signed across the national network.
  • 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.