Triple
T1434870
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Anglia Main Line |
E30537
|
entity |
| Predicate | connects |
P390
|
FINISHED |
| Object |
Bishop's Stortford
Bishop's Stortford is a historic market town in Hertfordshire, England, situated near the border with Essex and serving as a commuter hub for London and Stansted Airport.
|
E163500
|
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: Bishop's Stortford | Statement: [West Anglia Main Line, connects, Bishop's Stortford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bishop's Stortford Context triple: [West Anglia Main Line, connects, Bishop's Stortford]
-
A.
Berkhamsted
Berkhamsted is a historic market town in Hertfordshire, England, known for its medieval castle remains and role as a commuter hub northwest of London.
-
B.
St Neots
St Neots is a historic market town in eastern England situated on the River Great Ouse, known for its riverside parks and growing commuter population.
-
C.
Hertford
Hertford is a historic market town and the county town of Hertfordshire in southern England.
-
D.
Stony Stratford
Stony Stratford is a historic market town in Buckinghamshire, England, now part of the Milton Keynes urban area and known for its coaching inns and medieval origins.
-
E.
Gerrards Cross
Gerrards Cross is an affluent commuter town in South Buckinghamshire, England, known for its leafy residential character and convenient rail links to central London.
- 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: Bishop's Stortford Triple: [West Anglia Main Line, connects, Bishop's Stortford]
Generated description
Bishop's Stortford is a historic market town in Hertfordshire, England, situated near the border with Essex and serving as a commuter hub for London and Stansted Airport.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bishop's Stortford Target entity description: Bishop's Stortford is a historic market town in Hertfordshire, England, situated near the border with Essex and serving as a commuter hub for London and Stansted Airport.
-
A.
Berkhamsted
Berkhamsted is a historic market town in Hertfordshire, England, known for its medieval castle remains and role as a commuter hub northwest of London.
-
B.
St Neots
St Neots is a historic market town in eastern England situated on the River Great Ouse, known for its riverside parks and growing commuter population.
-
C.
Hertford
Hertford is a historic market town and the county town of Hertfordshire in southern England.
-
D.
Stony Stratford
Stony Stratford is a historic market town in Buckinghamshire, England, now part of the Milton Keynes urban area and known for its coaching inns and medieval origins.
-
E.
Gerrards Cross
Gerrards Cross is an affluent commuter town in South Buckinghamshire, England, known for its leafy residential character and convenient rail links to central London.
- 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_69a498fc69ec8190b61722bd4b67c4d2 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c500a9888190a16fbb1ec97a79c9 |
completed | March 1, 2026, 11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad017084908190a81a784ae4a53c21 |
completed | March 8, 2026, 4:56 a.m. |
| NEDg | Description generation | batch_69ad0259651c8190890e45c1786a9a50 |
completed | March 8, 2026, 5 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad03018aa4819090020ba89a11d0cd |
completed | March 8, 2026, 5:02 a.m. |
Created at: March 1, 2026, 8 p.m.