Triple
T8580546
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frances Nelson |
E203162
|
entity |
| Predicate | spouseLover |
P9994
|
FINISHED |
| Object | Emma Hamilton |
E59728
|
NE FINISHED |
How this triple was built (3 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: Emma Hamilton | Statement: [Frances Nelson, spouseLover, Emma Hamilton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emma Hamilton Context triple: [Frances Nelson, spouseLover, Emma Hamilton]
-
A.
Emma Hamilton
chosen
Emma Hamilton was an English socialite and artist’s model best known as the mistress of Admiral Horatio Nelson and a prominent figure in late 18th-century British high society.
-
B.
Elizabeth of Scotland, Lady Hamilton
Elizabeth of Scotland, Lady Hamilton was a 15th-century Scottish noblewoman and daughter of King Robert III, known for her marriage into the influential Hamilton family.
-
C.
Hannah Gibson
Hannah Gibson is the wife of American blues-rock guitarist Kenny Wayne Shepherd and a member of the Gibson family, known for her connection to actor and filmmaker Mel Gibson.
-
D.
Sarah Fairfax Carlyle
Sarah Fairfax Carlyle was a member of the prominent Fairfax family in colonial Virginia and the wife of Scottish merchant and Alexandria founder John Carlyle, associated with the historic Carlyle House.
-
E.
Mary Hamilton
"Mary Hamilton" is a traditional Scottish folk ballad, famously interpreted by Joan Baez, that tells the tragic story of a lady-in-waiting condemned for infanticide.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: spouseLover Context triple: [Frances Nelson, spouseLover, Emma Hamilton]
-
A.
spouseOrLover
chosen
Indicates a romantic partnership between two entities, whether formalized as a spouse or existing as a lover.
-
B.
spouse
Indicates that two entities are married to each other in a legally or socially recognized partnership.
-
C.
spouseAssociatedWith
Indicates a marital or spousal relationship or close association between two entities.
-
D.
spouseFamily
Indicates a family relationship formed through marriage, such as between a person and their spouse’s relatives.
-
E.
coSpouse
Indicates that two individuals are married to each other as spouses.
- F. None of above.
Provenance (4 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_69ca8328ebe481909a8c038fa79959b4 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbeb1a026c819089183f542eeb7837 |
completed | March 31, 2026, 3:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cea89550f481908a7ed45303b71731 |
completed | April 2, 2026, 5:34 p.m. |
| PD | Predicate disambiguation | batch_69cbd11b13108190b07f8f161425a585 |
completed | March 31, 2026, 1:50 p.m. |
Created at: March 30, 2026, 6:22 p.m.