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.