Triple
T3705551
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arthur Balfour |
E80882
|
entity |
| Predicate | relative |
P37
|
FINISHED |
| Object |
Lady Blanche Gascoyne-Cecil
Lady Blanche Gascoyne-Cecil was a British aristocrat and member of the influential Cecil family, noted as the mother of Prime Minister Arthur Balfour.
|
E385303
|
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: Lady Blanche Gascoyne-Cecil | Statement: [Arthur Balfour, relative, Lady Blanche Gascoyne-Cecil]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lady Blanche Gascoyne-Cecil Context triple: [Arthur Balfour, relative, Lady Blanche Gascoyne-Cecil]
-
A.
Lady Mary Gascoyne-Cecil
Lady Mary Gascoyne-Cecil was an English aristocrat from the influential Cecil family who became Marchioness of Hartington through marriage into the Cavendish (Duke of Devonshire) family.
-
B.
Kathleen Cavendish, Marchioness of Hartington
Kathleen Cavendish, Marchioness of Hartington was an American socialite and member of the Kennedy family who married into the British aristocracy and died tragically in a 1948 plane crash.
-
C.
Lady Elizabeth Cavendish
Lady Elizabeth Cavendish was an English aristocrat of the prominent Cavendish family, daughter of the 2nd Duke of Devonshire and a member of the high Georgian nobility.
-
D.
Lady Anne Spencer-Churchill
Lady Anne Spencer-Churchill was a British aristocrat of the prominent Spencer-Churchill family, connected to the Dukes of Marlborough and the wider Churchill lineage.
-
E.
Rachel Russell, Duchess of Devonshire
Rachel Russell, Duchess of Devonshire, was an English noblewoman of the late 17th and early 18th centuries who became a prominent figure in aristocratic and political society through her marriage into the influential Cavendish family.
- 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: Lady Blanche Gascoyne-Cecil Triple: [Arthur Balfour, relative, Lady Blanche Gascoyne-Cecil]
Generated description
Lady Blanche Gascoyne-Cecil was a British aristocrat and member of the influential Cecil family, noted as the mother of Prime Minister Arthur Balfour.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lady Blanche Gascoyne-Cecil Target entity description: Lady Blanche Gascoyne-Cecil was a British aristocrat and member of the influential Cecil family, noted as the mother of Prime Minister Arthur Balfour.
-
A.
Lady Mary Gascoyne-Cecil
Lady Mary Gascoyne-Cecil was an English aristocrat from the influential Cecil family who became Marchioness of Hartington through marriage into the Cavendish (Duke of Devonshire) family.
-
B.
Kathleen Cavendish, Marchioness of Hartington
Kathleen Cavendish, Marchioness of Hartington was an American socialite and member of the Kennedy family who married into the British aristocracy and died tragically in a 1948 plane crash.
-
C.
Lady Elizabeth Cavendish
Lady Elizabeth Cavendish was an English aristocrat of the prominent Cavendish family, daughter of the 2nd Duke of Devonshire and a member of the high Georgian nobility.
-
D.
Lady Anne Spencer-Churchill
Lady Anne Spencer-Churchill was a British aristocrat of the prominent Spencer-Churchill family, connected to the Dukes of Marlborough and the wider Churchill lineage.
-
E.
Rachel Russell, Duchess of Devonshire
Rachel Russell, Duchess of Devonshire, was an English noblewoman of the late 17th and early 18th centuries who became a prominent figure in aristocratic and political society through her marriage into the influential Cavendish family.
- 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_69ad8b1793888190a5f70e4b21dc05a1 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adc54bbfcc8190bec9c16e3749c3b1 |
completed | March 8, 2026, 6:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4e4e9959881908b29fd6c5e344169 |
completed | March 14, 2026, 4:32 a.m. |
| NEDg | Description generation | batch_69b4e5dcec648190bd351ed8967a2e9d |
completed | March 14, 2026, 4:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4e63a79088190a0d640dc5170ded0 |
completed | March 14, 2026, 4:38 a.m. |
Created at: March 8, 2026, 3:33 p.m.