Triple
T20791270
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Shropshire |
E511782
|
entity |
| Predicate | byElection |
P353
|
FINISHED |
| Object |
North Shropshire by-election, 2021
The North Shropshire by-election, 2021 was a UK parliamentary contest triggered by the resignation of Conservative MP Owen Paterson, resulting in a shock Liberal Democrat victory in a traditionally safe Conservative seat.
|
E1451101
|
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: North Shropshire by-election, 2021 | Statement: [North Shropshire, byElection, North Shropshire by-election, 2021]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Shropshire by-election, 2021 Context triple: [North Shropshire, byElection, North Shropshire by-election, 2021]
-
A.
2021 Old Bexley and Sidcup by-election
The 2021 Old Bexley and Sidcup by-election was a UK parliamentary contest held to fill the House of Commons seat for the Old Bexley and Sidcup constituency following the death of its sitting Conservative MP, James Brokenshire.
-
B.
2021 Batley and Spen by-election
The 2021 Batley and Spen by-election was a UK parliamentary contest held to fill a vacant House of Commons seat in West Yorkshire, notable for its tight result and intense national political scrutiny.
-
C.
2004 Birmingham Hodge Hill by-election
The 2004 Birmingham Hodge Hill by-election was a UK parliamentary contest held to fill a vacant House of Commons seat in the Birmingham Hodge Hill constituency.
-
D.
UK parliamentary by-elections
UK parliamentary by-elections are special elections held to fill vacant seats in the House of Commons between general elections in the United Kingdom.
-
E.
Northampton North
Northampton North is a UK parliamentary constituency that elects a Member of Parliament to represent the northern part of the town of Northampton 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: North Shropshire by-election, 2021 Triple: [North Shropshire, byElection, North Shropshire by-election, 2021]
Generated description
The North Shropshire by-election, 2021 was a UK parliamentary contest triggered by the resignation of Conservative MP Owen Paterson, resulting in a shock Liberal Democrat victory in a traditionally safe Conservative seat.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Shropshire by-election, 2021 Target entity description: The North Shropshire by-election, 2021 was a UK parliamentary contest triggered by the resignation of Conservative MP Owen Paterson, resulting in a shock Liberal Democrat victory in a traditionally safe Conservative seat.
-
A.
2021 Old Bexley and Sidcup by-election
The 2021 Old Bexley and Sidcup by-election was a UK parliamentary contest held to fill the House of Commons seat for the Old Bexley and Sidcup constituency following the death of its sitting Conservative MP, James Brokenshire.
-
B.
2021 Batley and Spen by-election
The 2021 Batley and Spen by-election was a UK parliamentary contest held to fill a vacant House of Commons seat in West Yorkshire, notable for its tight result and intense national political scrutiny.
-
C.
2004 Birmingham Hodge Hill by-election
The 2004 Birmingham Hodge Hill by-election was a UK parliamentary contest held to fill a vacant House of Commons seat in the Birmingham Hodge Hill constituency.
-
D.
UK parliamentary by-elections
UK parliamentary by-elections are special elections held to fill vacant seats in the House of Commons between general elections in the United Kingdom.
-
E.
Northampton North
Northampton North is a UK parliamentary constituency that elects a Member of Parliament to represent the northern part of the town of Northampton 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_69e0b4cb83948190bd57bec21d78ed53 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c29010508190bf2cf577d7f64754 |
completed | April 21, 2026, 12:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08f8bc76508190b65a105fcd4decd1 |
completed | May 16, 2026, 11:07 p.m. |
| NEDg | Description generation | batch_6a08f9c9314c81909052d1a2e93d740a |
completed | May 16, 2026, 11:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08fa7040d88190b592d4f46249c2c1 |
completed | May 16, 2026, 11:14 p.m. |
Created at: April 16, 2026, 12:38 p.m.