Triple

T2835857
Position Surface form Disambiguated ID Type / Status
Subject United Kingdom road network E62346 entity
Predicate usesSignageStandard P1739 FINISHED
Object Traffic Signs Regulations and General Directions
Traffic Signs Regulations and General Directions is the primary legal framework in the United Kingdom that prescribes the design, placement, and use of official road traffic signs and markings.
E303454 NE FINISHED

How this triple was built (4 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: Traffic Signs Regulations and General Directions | Statement: [United Kingdom road network, usesSignageStandard, Traffic Signs Regulations and General Directions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Traffic Signs Regulations and General Directions
Context triple: [United Kingdom road network, usesSignageStandard, Traffic Signs Regulations and General Directions]
  • A. Manual on Uniform Traffic Control Devices
    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. Road Rules
    Road Rules is an MTV reality television series that follows young adults traveling together in an RV and completing missions and challenges across various locations.
  • C. 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.
  • D. DGT
    DGT is the National Rail station code for Deansgate railway station in Manchester, England.
  • E. Traffic Safety and Specialized Enforcement Branch
    The Traffic Safety and Specialized Enforcement Branch is a specialized unit of Washington, D.C.’s Metropolitan Police Department focused on traffic law enforcement, roadway safety, and related specialized policing operations.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Traffic Signs Regulations and General Directions
Triple: [United Kingdom road network, usesSignageStandard, Traffic Signs Regulations and General Directions]
Generated description
Traffic Signs Regulations and General Directions is the primary legal framework in the United Kingdom that prescribes the design, placement, and use of official road traffic signs and markings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Traffic Signs Regulations and General Directions
Target entity description: Traffic Signs Regulations and General Directions is the primary legal framework in the United Kingdom that prescribes the design, placement, and use of official road traffic signs and markings.
  • A. Manual on Uniform Traffic Control Devices
    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. Road Rules
    Road Rules is an MTV reality television series that follows young adults traveling together in an RV and completing missions and challenges across various locations.
  • C. 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.
  • D. DGT
    DGT is the National Rail station code for Deansgate railway station in Manchester, England.
  • E. Traffic Safety and Specialized Enforcement Branch
    The Traffic Safety and Specialized Enforcement Branch is a specialized unit of Washington, D.C.’s Metropolitan Police Department focused on traffic law enforcement, roadway safety, and related specialized policing operations.
  • F. None of above. chosen

Provenance (5 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_69ab4c3c39188190955b9c49d98463d8 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdeec60a08190b76b52042713d647 completed March 7, 2026, 8:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69afe8c890508190868f50f4e5e1d642 completed March 10, 2026, 9:47 a.m.
NEDg Description generation batch_69afe9ba068881908727c82d5eddb974 completed March 10, 2026, 9:51 a.m.
NED2 Entity disambiguation (via description) batch_69b00412e7448190898050f18f64ea9a completed March 10, 2026, 11:44 a.m.
Created at: March 6, 2026, 10:01 p.m.