Triple
T9981040
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Buntingford |
E196449
|
entity |
| Predicate | hasTransportHistory |
P31374
|
FINISHED |
| Object |
former Buntingford railway station
The former Buntingford railway station was a now-disused terminus on the Buntingford branch line in Hertfordshire, England, which once served as the town’s main rail connection before its closure in the mid-20th century.
|
E834183
|
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: former Buntingford railway station | Statement: [Buntingford, hasTransportHistory, former Buntingford railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: former Buntingford railway station Context triple: [Buntingford, hasTransportHistory, former Buntingford railway station]
-
A.
Brentford railway station
Brentford railway station is a suburban rail station in the London Borough of Hounslow serving the town of Brentford on the Hounslow Loop Line.
-
B.
Burnt Mill railway station
Burnt Mill railway station was a former railway station in Harlow, Essex, that served the town before being superseded by the modern Harlow Town railway station.
-
C.
Baldock railway station
Baldock railway station is a small commuter rail station in Hertfordshire, England, serving the town of Baldock on the route between London and Cambridge.
-
D.
Bottesford railway station
Bottesford railway station is a small rural railway station in Leicestershire, England, serving the village of Bottesford with local services between Nottingham and Grantham.
-
E.
Buckland Station
Buckland Station is a historic 19th-century stagecoach stop and waystation in Lyon County, Nevada, that served travelers along early overland routes.
- 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: former Buntingford railway station Triple: [Buntingford, hasTransportHistory, former Buntingford railway station]
Generated description
The former Buntingford railway station was a now-disused terminus on the Buntingford branch line in Hertfordshire, England, which once served as the town’s main rail connection before its closure in the mid-20th century.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: former Buntingford railway station Target entity description: The former Buntingford railway station was a now-disused terminus on the Buntingford branch line in Hertfordshire, England, which once served as the town’s main rail connection before its closure in the mid-20th century.
-
A.
Brentford railway station
Brentford railway station is a suburban rail station in the London Borough of Hounslow serving the town of Brentford on the Hounslow Loop Line.
-
B.
Burnt Mill railway station
Burnt Mill railway station was a former railway station in Harlow, Essex, that served the town before being superseded by the modern Harlow Town railway station.
-
C.
Baldock railway station
Baldock railway station is a small commuter rail station in Hertfordshire, England, serving the town of Baldock on the route between London and Cambridge.
-
D.
Bottesford railway station
Bottesford railway station is a small rural railway station in Leicestershire, England, serving the village of Bottesford with local services between Nottingham and Grantham.
-
E.
Buckland Station
Buckland Station is a historic 19th-century stagecoach stop and waystation in Lyon County, Nevada, that served travelers along early overland routes.
- 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_69ca82efbce081908179b4b9c65096eb |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb8bb3dc481909c65c37303e44037 |
completed | April 2, 2026, 12:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d257df420881909edac01b4e331c1e |
completed | April 5, 2026, 12:38 p.m. |
| NEDg | Description generation | batch_69d258b6d9c0819096dbd3e85dc6adfc |
completed | April 5, 2026, 12:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d25981db3c8190b7b4935cdcc1fe1c |
completed | April 5, 2026, 12:45 p.m. |
Created at: March 30, 2026, 8:49 p.m.