Triple
T7721745
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | George Spencer-Churchill, 6th Duke of Marlborough |
E175027
|
entity |
| Predicate | child |
P120
|
FINISHED |
| Object |
Lady Frances Spencer-Churchill
Lady Frances Spencer-Churchill was an English aristocrat and member of the prominent Spencer-Churchill family, historically associated with the Dukes of Marlborough.
|
E182496
|
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 Frances Spencer-Churchill | Statement: [George Spencer-Churchill, 6th Duke of Marlborough, child, Lady Frances Spencer-Churchill]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lady Frances Spencer-Churchill Context triple: [George Spencer-Churchill, 6th Duke of Marlborough, child, Lady Frances Spencer-Churchill]
-
A.
Lady Frances Spencer-Churchill
Lady Frances Spencer-Churchill was an English aristocrat of the prominent Spencer-Churchill family, daughter of the 8th Duke of Marlborough.
-
B.
Lady Blanche Spencer-Churchill
Lady Blanche Spencer-Churchill was an English aristocrat of the prominent Spencer-Churchill family, daughter of the 8th Duke of Marlborough.
-
C.
Lady Norah Beatrice Henriette Spencer-Churchill
Lady Norah Beatrice Henriette Spencer-Churchill was an English aristocrat of the prominent Spencer-Churchill family, daughter of the 10th Duke of Marlborough and a member of the wider Churchill lineage.
-
D.
Lady Elizabeth Spencer-Churchill
Lady Elizabeth Spencer-Churchill was an English aristocrat and daughter of George Spencer-Churchill, 5th Duke of Marlborough, belonging to the prominent Spencer-Churchill family.
-
E.
Lady Cornelia Henrietta Maria Spencer-Churchill
Lady Cornelia Henrietta Maria Spencer-Churchill was a 19th-century British aristocrat of the prominent Spencer-Churchill family, daughter of the 7th Duke of Marlborough and a member of the wider Churchill lineage.
- 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 Frances Spencer-Churchill Triple: [George Spencer-Churchill, 6th Duke of Marlborough, child, Lady Frances Spencer-Churchill]
Generated description
Lady Frances Spencer-Churchill was an English aristocrat and member of the prominent Spencer-Churchill family, historically associated with the Dukes of Marlborough.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lady Frances Spencer-Churchill Target entity description: Lady Frances Spencer-Churchill was an English aristocrat and member of the prominent Spencer-Churchill family, historically associated with the Dukes of Marlborough.
-
A.
Lady Frances Spencer-Churchill
chosen
Lady Frances Spencer-Churchill was an English aristocrat of the prominent Spencer-Churchill family, daughter of the 8th Duke of Marlborough.
-
B.
Lady Blanche Spencer-Churchill
Lady Blanche Spencer-Churchill was an English aristocrat of the prominent Spencer-Churchill family, daughter of the 8th Duke of Marlborough.
-
C.
Lady Norah Beatrice Henriette Spencer-Churchill
Lady Norah Beatrice Henriette Spencer-Churchill was an English aristocrat of the prominent Spencer-Churchill family, daughter of the 10th Duke of Marlborough and a member of the wider Churchill lineage.
-
D.
Lady Elizabeth Spencer-Churchill
Lady Elizabeth Spencer-Churchill was an English aristocrat and daughter of George Spencer-Churchill, 5th Duke of Marlborough, belonging to the prominent Spencer-Churchill family.
-
E.
Lady Cornelia Henrietta Maria Spencer-Churchill
Lady Cornelia Henrietta Maria Spencer-Churchill was a 19th-century British aristocrat of the prominent Spencer-Churchill family, daughter of the 7th Duke of Marlborough and a member of the wider Churchill lineage.
- F. None of above.
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_69c6995d541c81909eaa646b1a8369a9 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c702f1786881908b025d8986e5f1fa |
completed | March 27, 2026, 10:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8c7beffc48190b39048b6afc1d644 |
completed | March 29, 2026, 6:33 a.m. |
| NEDg | Description generation | batch_69c8c8698a388190a47d6636fe5d2bb4 |
completed | March 29, 2026, 6:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8c8f3873481908ef6efb2e39272db |
completed | March 29, 2026, 6:38 a.m. |
Created at: March 27, 2026, 4:05 p.m.