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.