Triple
T2094154
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | George Spencer-Churchill, 5th Duke of Marlborough |
E32740
|
entity |
| Predicate | parliamentaryConstituencyRepresented |
P6494
|
FINISHED |
| Object |
Heytesbury
Heytesbury is a historic village and former parliamentary borough in Wiltshire, England.
|
E234788
|
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: Heytesbury | Statement: [George Spencer-Churchill, 5th Duke of Marlborough, parliamentaryConstituencyRepresented, Heytesbury]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heytesbury Context triple: [George Spencer-Churchill, 5th Duke of Marlborough, parliamentaryConstituencyRepresented, Heytesbury]
-
A.
Wadhurst
Wadhurst is a rural village in East Sussex, England, known for its historic High Street, surrounding Wealden countryside, and role as a commuter community for nearby towns and London.
-
B.
Kintbury
Kintbury is a rural village in Berkshire, England, known for its picturesque countryside setting and historic charm.
-
C.
Symonds Yat
Symonds Yat is a picturesque village and popular tourist spot on the River Wye in England, renowned for its dramatic limestone cliffs, scenic viewpoints, and outdoor activities such as hiking, canoeing, and rock climbing.
-
D.
Hawkenbury
Hawkenbury is a residential suburb and community area of Royal Tunbridge Wells in Kent, England.
-
E.
Great Tew
Great Tew is a picturesque historic village in Oxfordshire, England, noted for its honey-colored stone cottages and traditional rural character.
- 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: Heytesbury Triple: [George Spencer-Churchill, 5th Duke of Marlborough, parliamentaryConstituencyRepresented, Heytesbury]
Generated description
Heytesbury is a historic village and former parliamentary borough in Wiltshire, England.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heytesbury Target entity description: Heytesbury is a historic village and former parliamentary borough in Wiltshire, England.
-
A.
Wadhurst
Wadhurst is a rural village in East Sussex, England, known for its historic High Street, surrounding Wealden countryside, and role as a commuter community for nearby towns and London.
-
B.
Kintbury
Kintbury is a rural village in Berkshire, England, known for its picturesque countryside setting and historic charm.
-
C.
Symonds Yat
Symonds Yat is a picturesque village and popular tourist spot on the River Wye in England, renowned for its dramatic limestone cliffs, scenic viewpoints, and outdoor activities such as hiking, canoeing, and rock climbing.
-
D.
Hawkenbury
Hawkenbury is a residential suburb and community area of Royal Tunbridge Wells in Kent, England.
-
E.
Great Tew
Great Tew is a picturesque historic village in Oxfordshire, England, noted for its honey-colored stone cottages and traditional rural character.
- 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_69a885eba0708190999696a45cbec816 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abba98c32081908a243bc7088a1510 |
completed | March 7, 2026, 5:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae305cb77c819085c4f3eb2223f749 |
completed | March 9, 2026, 2:28 a.m. |
| NEDg | Description generation | batch_69ae30f6b7c4819080cb7cb7adc1f6d3 |
completed | March 9, 2026, 2:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae31871d408190a4ae64372660fa79 |
completed | March 9, 2026, 2:33 a.m. |
Created at: March 4, 2026, 7:43 p.m.