Triple
T14219594
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Broxbourne |
E352453
|
entity |
| Predicate | hasElectoralDivision |
P16735
|
FINISHED |
| Object |
Broxbourne and Hoddesdon South
Broxbourne and Hoddesdon South is an electoral division in Hertfordshire, England, that elects a representative to the county council for the area covering parts of Broxbourne and the town of Hoddesdon.
|
E1087796
|
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: Broxbourne and Hoddesdon South | Statement: [Broxbourne, hasElectoralDivision, Broxbourne and Hoddesdon South]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Broxbourne and Hoddesdon South Context triple: [Broxbourne, hasElectoralDivision, Broxbourne and Hoddesdon South]
-
A.
Hertford East
Hertford East is a railway station in Hertfordshire, England, serving as the terminus of the Hertford East branch line with regular services to London Liverpool Street.
-
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.
Hertford North
Hertford North is a railway station in Hertfordshire, England, serving the town of Hertford on suburban routes into London.
-
D.
Luton South
Luton South is a UK parliamentary constituency in the town of Luton, Bedfordshire, represented in the House of Commons.
-
E.
Luton North
Luton North is a UK parliamentary constituency in Bedfordshire that covers the northern part of the town of Luton and surrounding areas.
- 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: Broxbourne and Hoddesdon South Triple: [Broxbourne, hasElectoralDivision, Broxbourne and Hoddesdon South]
Generated description
Broxbourne and Hoddesdon South is an electoral division in Hertfordshire, England, that elects a representative to the county council for the area covering parts of Broxbourne and the town of Hoddesdon.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Broxbourne and Hoddesdon South Target entity description: Broxbourne and Hoddesdon South is an electoral division in Hertfordshire, England, that elects a representative to the county council for the area covering parts of Broxbourne and the town of Hoddesdon.
-
A.
Hertford East
Hertford East is a railway station in Hertfordshire, England, serving as the terminus of the Hertford East branch line with regular services to London Liverpool Street.
-
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.
Hertford North
Hertford North is a railway station in Hertfordshire, England, serving the town of Hertford on suburban routes into London.
-
D.
Luton South
Luton South is a UK parliamentary constituency in the town of Luton, Bedfordshire, represented in the House of Commons.
-
E.
Luton North
Luton North is a UK parliamentary constituency in Bedfordshire that covers the northern part of the town of Luton and surrounding areas.
- 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_69d8278a06e481908b5d6af0a8afe737 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de621258d4819085f358cd2cf109e4 |
completed | April 14, 2026, 3:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd28121a288190975d5852f9a503d4 |
completed | May 8, 2026, 12:02 a.m. |
| NEDg | Description generation | batch_69fd29d254608190a9f0b8e5623451aa |
completed | May 8, 2026, 12:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd2aa5bf3c8190bb62ce780d417b7d |
completed | May 8, 2026, 12:13 a.m. |
Created at: April 10, 2026, 1:06 a.m.