Triple
T7449029
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Duchess of Marlborough |
E171958
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | 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: Churchill family | Statement: [Duchess of Marlborough, associatedWith, Churchill family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Churchill family Context triple: [Duchess of Marlborough, associatedWith, 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.
Thatcher family
The Thatcher family is a British family best known for including Margaret Thatcher, the United Kingdom’s first female Prime Minister, and her relatives involved in politics and public life.
-
C.
Mountbatten family
The Mountbatten family is a prominent European noble house of German origin that became closely associated with the British royal family, notably through figures such as Lord Louis Mountbatten and Prince Philip, Duke of Edinburgh.
-
D.
Spencer-Churchill
Spencer-Churchill is a prominent British aristocratic surname historically associated with the dukes of Marlborough and the Churchill family lineage.
-
E.
Strachey family
The Strachey family is a prominent British intellectual and political dynasty known for producing influential civil servants, writers, and scholars from the 18th to the 20th centuries.
- 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_69c68a65402881908f7869368eb746fb |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f389ddd48190a4b8753c67220c4f |
completed | March 27, 2026, 9:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c827b0e9848190b28ff10b12b10a33 |
completed | March 28, 2026, 7:10 p.m. |
Created at: March 27, 2026, 3:14 p.m.