Triple

T12700823
Position Surface form Disambiguated ID Type / Status
Subject Traffic Signs Regulations and General Directions E303454 entity
Predicate relatedTo P37 FINISHED
Object Highway Code
The Highway Code is the official set of rules, guidance, and best practices for road users in the United Kingdom, covering safe and legal driving, cycling, and walking.
 E998400 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: Highway Code | Statement: [Traffic Signs Regulations and General Directions, relatedTo, Highway Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Highway Code
Context triple: [Traffic Signs Regulations and General Directions, relatedTo, Highway Code]
  • A. 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*.
  • 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. National Highways Accident Relief Service Scheme
    The National Highways Accident Relief Service Scheme is an Indian government initiative that provides emergency medical care, rescue operations, and quick relief measures for road accident victims on national highways.
  • D. DGT
    DGT is the National Rail station code for Deansgate railway station in Manchester, England.
  • E. DGT
    DGT is the IATA airport code for Sibulan Airport serving Dumaguete City in the Philippines.
  • 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: Highway Code
Triple: [Traffic Signs Regulations and General Directions, relatedTo, Highway Code]
Generated description
The Highway Code is the official set of rules, guidance, and best practices for road users in the United Kingdom, covering safe and legal driving, cycling, and walking.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Highway Code
Target entity description: The Highway Code is the official set of rules, guidance, and best practices for road users in the United Kingdom, covering safe and legal driving, cycling, and walking.
  • A. 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*.
  • 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. National Highways Accident Relief Service Scheme
    The National Highways Accident Relief Service Scheme is an Indian government initiative that provides emergency medical care, rescue operations, and quick relief measures for road accident victims on national highways.
  • D. DGT
    DGT is the National Rail station code for Deansgate railway station in Manchester, England.
  • E. DGT
    DGT is the IATA airport code for Sibulan Airport serving Dumaguete City in the Philippines.
  • 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_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.