Triple
T1373570
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | George Charles Spencer-Churchill, 8th Duke of Marlborough |
E30167
|
entity |
| Predicate | nobleFamily |
P914
|
FINISHED |
| Object | Spencer-Churchill family |
E3375
|
NE FINISHED |
How this triple was built (2 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: Spencer-Churchill family | Statement: [George Charles Spencer-Churchill, 8th Duke of Marlborough, nobleFamily, Spencer-Churchill family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spencer-Churchill family Context triple: [George Charles Spencer-Churchill, 8th Duke of Marlborough, nobleFamily, Spencer-Churchill family]
-
A.
Spencer-Churchill family
chosen
The Spencer-Churchill family is a prominent British aristocratic lineage, headed by the Dukes of Marlborough and historically associated with figures such as Winston Churchill.
-
B.
Montagu family
The Montagu family is a prominent British aristocratic lineage that has produced several notable nobles and politicians, including the Earls of Sandwich.
-
C.
Cavendish family
The Cavendish family is a prominent British aristocratic lineage historically associated with the Dukes of Devonshire and influential roles in British politics, society, and culture.
-
D.
Balfour family
The Balfour family is a prominent Scottish landed family historically associated with estates such as Balbirnie Park and influential in regional politics and society.
-
E.
Spencer family
The Spencer family is a prominent British aristocratic lineage historically influential in politics and society, best known in modern times as the family of Diana, Princess of Wales.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a498f912008190a376a98b207b2071 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c2f660888190bc9240e0dc4f0aa3 |
completed | March 1, 2026, 10:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ace56940408190aeba5a342ae3ab17 |
completed | March 8, 2026, 2:56 a.m. |
Created at: March 1, 2026, 7:57 p.m.