Triple
T1476332
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Essex |
E30848
|
entity |
| Predicate | hasParliamentaryConstituency |
P2710
|
FINISHED |
| Object |
Chelmsford (UK Parliament constituency)
Chelmsford (UK Parliament constituency) is a UK parliamentary seat centered on the city of Chelmsford, representing part of the county of Essex in the House of Commons.
|
E168888
|
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: Chelmsford (UK Parliament constituency) | Statement: [Essex, hasParliamentaryConstituency, Chelmsford (UK Parliament constituency)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chelmsford (UK Parliament constituency) Context triple: [Essex, hasParliamentaryConstituency, Chelmsford (UK Parliament constituency)]
-
A.
Chesham and Amersham (UK Parliament constituency)
Chesham and Amersham is a UK parliamentary constituency in Buckinghamshire, represented in the House of Commons and covering the towns of Chesham, Amersham, and surrounding areas.
-
B.
Beaconsfield (UK Parliament constituency)
Beaconsfield (UK Parliament constituency) is a UK parliamentary seat in Buckinghamshire, historically known as a safe Conservative stronghold represented by several high-profile MPs.
-
C.
Monmouth (UK Parliament constituency)
Monmouth (UK Parliament constituency) is a UK parliamentary seat in Wales that elects one Member of Parliament to the House of Commons.
-
D.
The Cotswolds (UK Parliament constituency)
The Cotswolds (UK Parliament constituency) is a UK parliamentary seat covering a largely rural and affluent area of south-central England known for its picturesque villages and rolling countryside.
-
E.
Buckingham (UK Parliament constituency)
Buckingham (UK Parliament constituency) is a former UK parliamentary seat in Buckinghamshire, historically notable for being represented by the Speaker of 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: Chelmsford (UK Parliament constituency) Triple: [Essex, hasParliamentaryConstituency, Chelmsford (UK Parliament constituency)]
Generated description
Chelmsford (UK Parliament constituency) is a UK parliamentary seat centered on the city of Chelmsford, representing part of the county of Essex in the House of Commons.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chelmsford (UK Parliament constituency) Target entity description: Chelmsford (UK Parliament constituency) is a UK parliamentary seat centered on the city of Chelmsford, representing part of the county of Essex in the House of Commons.
-
A.
Chesham and Amersham (UK Parliament constituency)
Chesham and Amersham is a UK parliamentary constituency in Buckinghamshire, represented in the House of Commons and covering the towns of Chesham, Amersham, and surrounding areas.
-
B.
Beaconsfield (UK Parliament constituency)
Beaconsfield (UK Parliament constituency) is a UK parliamentary seat in Buckinghamshire, historically known as a safe Conservative stronghold represented by several high-profile MPs.
-
C.
Monmouth (UK Parliament constituency)
Monmouth (UK Parliament constituency) is a UK parliamentary seat in Wales that elects one Member of Parliament to the House of Commons.
-
D.
The Cotswolds (UK Parliament constituency)
The Cotswolds (UK Parliament constituency) is a UK parliamentary seat covering a largely rural and affluent area of south-central England known for its picturesque villages and rolling countryside.
-
E.
Buckingham (UK Parliament constituency)
Buckingham (UK Parliament constituency) is a former UK parliamentary seat in Buckinghamshire, historically notable for being represented by the Speaker of 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_69a498fe55a88190ab7f9e40ace88e49 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c603f9e88190b340734709534860 |
completed | March 1, 2026, 11:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad15ab9430819094deb90436983036 |
completed | March 8, 2026, 6:22 a.m. |
| NEDg | Description generation | batch_69ad1618cfa48190b0050e8451e9cd48 |
completed | March 8, 2026, 6:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad1689940c8190ba611a74955033d2 |
completed | March 8, 2026, 6:26 a.m. |
Created at: March 1, 2026, 8:11 p.m.