Triple
T15118674
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Weaver Vale |
E361107
|
entity |
| Predicate | predecessorMP |
P31607
|
FINISHED |
| Object |
Graham Evans
Graham Evans is a British Conservative politician who served as the Member of Parliament for the Weaver Vale constituency.
|
E1146503
|
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: Graham Evans | Statement: [Weaver Vale, predecessorMP, Graham Evans]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Graham Evans Context triple: [Weaver Vale, predecessorMP, Graham Evans]
-
A.
Graham Turner
Graham Turner is an Australian scientist and systems analyst known for his work on global sustainability and for revisiting and updating the Club of Rome’s "Limits to Growth" studies.
-
B.
Graham Hamilton
"Graham Hamilton" is a lesser-known work by Lady Caroline Lamb, an early 19th-century British aristocrat and novelist best remembered for her scandalous affair with Lord Byron and her novel "Glenarvon."
-
C.
Peter Litchfield
Peter Litchfield is an individual notable enough to be recognized as a prominent bearer of the surname Litchfield.
-
D.
Stephen Larkham
Stephen Larkham is a former Australian rugby union fly-half renowned for his pivotal role in the Wallabies’ success around the turn of the century, including their 1999 Rugby World Cup triumph.
-
E.
Graham Jessop
Graham Jessop is a British marine archaeologist and shipwreck hunter known for his work on deep-sea salvage and underwater exploration projects.
- 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: Graham Evans Triple: [Weaver Vale, predecessorMP, Graham Evans]
Generated description
Graham Evans is a British Conservative politician who served as the Member of Parliament for the Weaver Vale constituency.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Graham Evans Target entity description: Graham Evans is a British Conservative politician who served as the Member of Parliament for the Weaver Vale constituency.
-
A.
Graham Turner
Graham Turner is an Australian scientist and systems analyst known for his work on global sustainability and for revisiting and updating the Club of Rome’s "Limits to Growth" studies.
-
B.
Graham Hamilton
"Graham Hamilton" is a lesser-known work by Lady Caroline Lamb, an early 19th-century British aristocrat and novelist best remembered for her scandalous affair with Lord Byron and her novel "Glenarvon."
-
C.
Peter Litchfield
Peter Litchfield is an individual notable enough to be recognized as a prominent bearer of the surname Litchfield.
-
D.
Stephen Larkham
Stephen Larkham is a former Australian rugby union fly-half renowned for his pivotal role in the Wallabies’ success around the turn of the century, including their 1999 Rugby World Cup triumph.
-
E.
Graham Jessop
Graham Jessop is a British marine archaeologist and shipwreck hunter known for his work on deep-sea salvage and underwater exploration projects.
- 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_69d85a0491ec8190830960be8fafb994 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0059e036c8190959ff3bde8f2356f |
completed | April 15, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fee5e4752481908e456279a1dfbff6 |
completed | May 9, 2026, 7:44 a.m. |
| NEDg | Description generation | batch_69fee7c130b081908ba29afbbfd3c0a6 |
completed | May 9, 2026, 7:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fee90781f88190bea8ae400b9f1ebc |
completed | May 9, 2026, 7:57 a.m. |
Created at: April 10, 2026, 3:06 a.m.