Triple
T219181
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Department for Transport |
E4175
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Highways England
Highways England is a government-owned company responsible for operating, maintaining, and improving England’s motorways and major A roads.
|
E28062
|
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: Highways England | Statement: [Department for Transport, oversees, Highways England]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Highways England Context triple: [Department for Transport, oversees, Highways England]
-
A.
M62 motorway
The M62 motorway is a major trans-Pennine route in northern England, linking cities such as Liverpool, Manchester, Leeds, and Hull.
-
B.
M90 motorway
The M90 motorway is a major Scottish highway linking Edinburgh to Perth and serving as a key north–south route in eastern Scotland.
-
C.
M9 motorway
The M9 motorway is a major Scottish highway connecting Edinburgh to Stirling and the Highlands, serving as a key transport route through central Scotland.
-
D.
M25 motorway
The M25 motorway is a major orbital road encircling most of Greater London, serving as one of the busiest and most important transport routes in the United Kingdom.
-
E.
M3 motorway
The M3 motorway is a major road in southern England that connects London to Southampton, passing through counties including Surrey and Hampshire.
- 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: Highways England Triple: [Department for Transport, oversees, Highways England]
Generated description
Highways England is a government-owned company responsible for operating, maintaining, and improving England’s motorways and major A roads.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Highways England Target entity description: Highways England is a government-owned company responsible for operating, maintaining, and improving England’s motorways and major A roads.
-
A.
M62 motorway
The M62 motorway is a major trans-Pennine route in northern England, linking cities such as Liverpool, Manchester, Leeds, and Hull.
-
B.
M90 motorway
The M90 motorway is a major Scottish highway linking Edinburgh to Perth and serving as a key north–south route in eastern Scotland.
-
C.
M9 motorway
The M9 motorway is a major Scottish highway connecting Edinburgh to Stirling and the Highlands, serving as a key transport route through central Scotland.
-
D.
M25 motorway
The M25 motorway is a major orbital road encircling most of Greater London, serving as one of the busiest and most important transport routes in the United Kingdom.
-
E.
M3 motorway
The M3 motorway is a major road in southern England that connects London to Southampton, passing through counties including Surrey and Hampshire.
- 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_69a2573508588190b522c2476d91acfe |
completed | Feb. 28, 2026, 2:47 a.m. |
| NER | Named-entity recognition | batch_69a25c5199d8819096736c11077adec3 |
completed | Feb. 28, 2026, 3:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3476fe7a0819086ce5c028429b2c0 |
completed | Feb. 28, 2026, 7:52 p.m. |
| NEDg | Description generation | batch_69a34a3ad4688190acdcca286cd8a19a |
completed | Feb. 28, 2026, 8:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a34a97c5dc8190b0f3e4f3c342cfae |
completed | Feb. 28, 2026, 8:05 p.m. |
Created at: Feb. 28, 2026, 2:53 a.m.