Triple

T12700824
Position Surface form Disambiguated ID Type / Status
Subject Traffic Signs Regulations and General Directions E303454 entity
Predicate relatedTo P37 FINISHED
Object Traffic Signs Manual
The Traffic Signs Manual is an official UK government guidance document that explains how to design, place, and use traffic signs and road markings in accordance with traffic sign regulations.
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 Manual | Statement: [Traffic Signs Regulations and General Directions, relatedTo, Traffic Signs Manual]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Traffic Signs Manual
Context triple: [Traffic Signs Regulations and General Directions, relatedTo, Traffic Signs Manual]
  • 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. Code of the Road
    "Code of the Road" is a song by the Canadian rock band Danko Jones, featured on their album *I Came to Dance*.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 Manual
Triple: [Traffic Signs Regulations and General Directions, relatedTo, Traffic Signs Manual]
Generated description
The Traffic Signs Manual is an official UK government guidance document that explains how to design, place, and use traffic signs and road markings in accordance with traffic sign regulations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Traffic Signs Manual
Target entity description: The Traffic Signs Manual is an official UK government guidance document that explains how to design, place, and use traffic signs and road markings in accordance with traffic sign regulations.
  • 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. Code of the Road
    "Code of the Road" is a song by the Canadian rock band Danko Jones, featured on their album *I Came to Dance*.
  • C. Traffic Signs Regulations and General Directions chosen
    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.
  • D. 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.
  • E. 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.
  • F. None of above.

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_69d7bdef90d48190b46b88270e780946 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961ef65ac8190aedf9ade3a68e24e completed April 10, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f671b27790819085f0f03af33f8f21 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f6740129688190b286ce7acb4848c7 completed May 2, 2026, 10 p.m.
NED2 Entity disambiguation (via description) batch_69f675249d248190933421df49d3a2ab completed May 2, 2026, 10:05 p.m.
Created at: April 9, 2026, 5:22 p.m.