Triple
T16784790
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South East Midlands |
E407942
|
entity |
| Predicate | strategicCorridor |
P3034
|
FINISHED |
| Object |
Oxford–Cambridge Arc
The Oxford–Cambridge Arc is a major economic and innovation region in England spanning between the university cities of Oxford and Cambridge, targeted for significant housing, infrastructure, and high-tech development.
|
E422489
|
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: Oxford–Cambridge Arc | Statement: [South East Midlands, strategicCorridor, Oxford–Cambridge Arc]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oxford–Cambridge Arc Context triple: [South East Midlands, strategicCorridor, Oxford–Cambridge Arc]
-
A.
Golden Triangle (Oxford–Cambridge–London)
The Golden Triangle (Oxford–Cambridge–London) is a term for the cluster of world-leading universities, research institutions, and high-tech industries centered around Oxford, Cambridge, and London in the United Kingdom.
-
B.
Oxford–Cambridge line
The Oxford–Cambridge line is a historic east–west railway route in England linking the university cities of Oxford and Cambridge, much of which is being reopened and upgraded as part of the East West Rail project.
-
C.
Thames corridor
The Thames corridor is a key economic and transport region in southern England that follows the River Thames, encompassing major urban, industrial, and commercial hubs west of London.
-
D.
Manchester–Bolton corridor
The Manchester–Bolton corridor is a key urban and transport axis in Greater Manchester, linking the city of Manchester with the town of Bolton through dense residential, commercial, and industrial areas.
-
E.
Bristol commuter belt
The Bristol commuter belt is the suburban and rural area surrounding the city of Bristol from which many residents travel daily into the city for work and services.
- 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: Oxford–Cambridge Arc Triple: [South East Midlands, strategicCorridor, Oxford–Cambridge Arc]
Generated description
The Oxford–Cambridge Arc is a major economic and innovation region in England spanning between the university cities of Oxford and Cambridge, targeted for significant housing, infrastructure, and high-tech development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oxford–Cambridge Arc Target entity description: The Oxford–Cambridge Arc is a major economic and innovation region in England spanning between the university cities of Oxford and Cambridge, targeted for significant housing, infrastructure, and high-tech development.
-
A.
Golden Triangle (Oxford–Cambridge–London)
chosen
The Golden Triangle (Oxford–Cambridge–London) is a term for the cluster of world-leading universities, research institutions, and high-tech industries centered around Oxford, Cambridge, and London in the United Kingdom.
-
B.
Oxford–Cambridge line
The Oxford–Cambridge line is a historic east–west railway route in England linking the university cities of Oxford and Cambridge, much of which is being reopened and upgraded as part of the East West Rail project.
-
C.
Thames corridor
The Thames corridor is a key economic and transport region in southern England that follows the River Thames, encompassing major urban, industrial, and commercial hubs west of London.
-
D.
Manchester–Bolton corridor
The Manchester–Bolton corridor is a key urban and transport axis in Greater Manchester, linking the city of Manchester with the town of Bolton through dense residential, commercial, and industrial areas.
-
E.
Bristol commuter belt
The Bristol commuter belt is the suburban and rural area surrounding the city of Bristol from which many residents travel daily into the city for work and services.
- 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_69d8839270588190886720d9519bbf8f |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3b21996cc81909deb88545af7079f |
completed | April 18, 2026, 4:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00ab056dc88190aeb9e135ae955125 |
completed | May 10, 2026, 3:57 p.m. |
| NEDg | Description generation | batch_6a00abe78194819098a2867c7cb5b8b2 |
completed | May 10, 2026, 4:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00afddb580819090e6b4e9dd4c1545 |
completed | May 10, 2026, 4:18 p.m. |
Created at: April 10, 2026, 5:22 a.m.