Triple
T8802125
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hertford Loop Line |
E209434
|
entity |
| Predicate | terminus |
P388
|
FINISHED |
| Object |
Hertford North
Hertford North is a railway station in Hertfordshire, England, serving the town of Hertford on suburban routes into London.
|
E759129
|
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: Hertford North | Statement: [Hertford Loop Line, terminus, Hertford North]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hertford North Context triple: [Hertford Loop Line, terminus, Hertford North]
-
A.
Hertford constituency
Hertford constituency was a former parliamentary constituency in Hertfordshire, England, that elected Members of Parliament to the UK House of Commons.
-
B.
Luton East
Luton East was a former UK parliamentary constituency in the town of Luton, Bedfordshire, represented in the House of Commons during the late 20th century.
-
C.
East Hertfordshire district
East Hertfordshire district is a local government district in the county of Hertfordshire, England, encompassing a mix of historic market towns and rural communities.
-
D.
North Hertfordshire district
North Hertfordshire district is a local government district in the county of Hertfordshire, England, encompassing several towns and villages in the north of the county.
-
E.
North East Hertfordshire
North East Hertfordshire is a UK parliamentary constituency in the county of Hertfordshire, represented in the House of Commons.
- 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: Hertford North Triple: [Hertford Loop Line, terminus, Hertford North]
Generated description
Hertford North is a railway station in Hertfordshire, England, serving the town of Hertford on suburban routes into London.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hertford North Target entity description: Hertford North is a railway station in Hertfordshire, England, serving the town of Hertford on suburban routes into London.
-
A.
Hertford constituency
Hertford constituency was a former parliamentary constituency in Hertfordshire, England, that elected Members of Parliament to the UK House of Commons.
-
B.
Luton East
Luton East was a former UK parliamentary constituency in the town of Luton, Bedfordshire, represented in the House of Commons during the late 20th century.
-
C.
East Hertfordshire district
East Hertfordshire district is a local government district in the county of Hertfordshire, England, encompassing a mix of historic market towns and rural communities.
-
D.
North Hertfordshire district
North Hertfordshire district is a local government district in the county of Hertfordshire, England, encompassing several towns and villages in the north of the county.
-
E.
North East Hertfordshire
North East Hertfordshire is a UK parliamentary constituency in the county of Hertfordshire, represented in the House of Commons.
- 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_69ca836320e48190b5cf585b90a322c4 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5fb9c5c88190881b069e1face10c |
completed | March 31, 2026, 11:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf6f799f00819089159da177c816e9 |
completed | April 3, 2026, 7:42 a.m. |
| NEDg | Description generation | batch_69cf708dbd54819099efa4b5729d6298 |
completed | April 3, 2026, 7:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf7163e2088190bf252896cc4036b2 |
completed | April 3, 2026, 7:51 a.m. |
Created at: March 30, 2026, 6:44 p.m.