Triple
T15233293
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Hardy |
E364058
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object |
Cheltenham, Gloucestershire, England
Cheltenham, Gloucestershire, England is a historic spa and Regency town in southwest England known for its elegant architecture, cultural festivals, and horse racing.
|
E1144453
|
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: Cheltenham, Gloucestershire, England | Statement: [Robert Hardy, placeOfBirth, Cheltenham, Gloucestershire, England]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cheltenham, Gloucestershire, England Context triple: [Robert Hardy, placeOfBirth, Cheltenham, Gloucestershire, England]
-
A.
Chalford, Gloucestershire, England
Chalford in Gloucestershire, England, is a picturesque Cotswold village historically known for its woollen mills and steep, wooded valley setting.
-
B.
Chesterfield, Derbyshire, England
Chesterfield, Derbyshire, England is a historic market town in the East Midlands best known for its distinctive crooked church spire and its role as a commercial and industrial centre for the surrounding area.
-
C.
Box, Gloucestershire
Box, Gloucestershire is a small village in the Cotswolds region of England, known for its traditional stone cottages and rural setting near Minchinhampton.
-
D.
Avening, Gloucestershire, England
Avening, Gloucestershire, England is a small rural village in the Cotswolds known for its historic stone buildings and picturesque countryside setting.
-
E.
Bentley, Hampshire
Bentley, Hampshire is a small rural village in southern England known for its traditional countryside setting and proximity to the town of Alton.
- 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: Cheltenham, Gloucestershire, England Triple: [Robert Hardy, placeOfBirth, Cheltenham, Gloucestershire, England]
Generated description
Cheltenham, Gloucestershire, England is a historic spa and Regency town in southwest England known for its elegant architecture, cultural festivals, and horse racing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cheltenham, Gloucestershire, England Target entity description: Cheltenham, Gloucestershire, England is a historic spa and Regency town in southwest England known for its elegant architecture, cultural festivals, and horse racing.
-
A.
Chalford, Gloucestershire, England
Chalford in Gloucestershire, England, is a picturesque Cotswold village historically known for its woollen mills and steep, wooded valley setting.
-
B.
Chesterfield, Derbyshire, England
Chesterfield, Derbyshire, England is a historic market town in the East Midlands best known for its distinctive crooked church spire and its role as a commercial and industrial centre for the surrounding area.
-
C.
Box, Gloucestershire
Box, Gloucestershire is a small village in the Cotswolds region of England, known for its traditional stone cottages and rural setting near Minchinhampton.
-
D.
Avening, Gloucestershire, England
Avening, Gloucestershire, England is a small rural village in the Cotswolds known for its historic stone buildings and picturesque countryside setting.
-
E.
Bentley, Hampshire
Bentley, Hampshire is a small rural village in southern England known for its traditional countryside setting and proximity to the town of Alton.
- 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_69d85a0ce24c81909c4d3b6475548c95 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e007d7237081908dc17900ee66b64f |
completed | April 15, 2026, 9:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fedd3beae88190a91af2c9a7def8f8 |
completed | May 9, 2026, 7:07 a.m. |
| NEDg | Description generation | batch_69fede3ef86481908b21bb8c43e490a0 |
completed | May 9, 2026, 7:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fedec501408190831c1cfa38c0db15 |
completed | May 9, 2026, 7:14 a.m. |
Created at: April 10, 2026, 3:12 a.m.