Triple
T6949091
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Doug Ford |
E160874
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Karla Ford
Karla Ford is the wife of Ontario Premier Doug Ford and a relatively private figure who occasionally appears at public and political events alongside him.
|
E630339
|
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: Karla Ford | Statement: [Doug Ford, spouse, Karla Ford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karla Ford Context triple: [Doug Ford, spouse, Karla Ford]
-
A.
Kathy Ford
Kathy Ford is a member of the Ford family from Toronto, known primarily as the sister of the late former Toronto mayor Rob Ford and for her involvement in several high-profile personal and family controversies.
-
B.
Carole Ann Ford
Carole Ann Ford is a British actress best known for originating the role of Susan Foreman, the Doctor’s granddaughter, in the early years of the long-running science fiction series Doctor Who.
-
C.
Karla Wilson
Karla Wilson is a main character and survivor figure in the 1998 slasher film "I Still Know What You Did Last Summer," known for being the best friend of protagonist Julie James.
-
D.
Elena Ford
Elena Ford is an American automotive executive and member of the Ford family who has held senior leadership roles at Ford Motor Company, including serving as its chief customer experience officer.
-
E.
Lindsay Ford
Lindsay Ford is an individual known primarily in relation to Karla Saaranen, about whom limited public information is available.
- 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: Karla Ford Triple: [Doug Ford, spouse, Karla Ford]
Generated description
Karla Ford is the wife of Ontario Premier Doug Ford and a relatively private figure who occasionally appears at public and political events alongside him.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karla Ford Target entity description: Karla Ford is the wife of Ontario Premier Doug Ford and a relatively private figure who occasionally appears at public and political events alongside him.
-
A.
Kathy Ford
Kathy Ford is a member of the Ford family from Toronto, known primarily as the sister of the late former Toronto mayor Rob Ford and for her involvement in several high-profile personal and family controversies.
-
B.
Carole Ann Ford
Carole Ann Ford is a British actress best known for originating the role of Susan Foreman, the Doctor’s granddaughter, in the early years of the long-running science fiction series Doctor Who.
-
C.
Karla Wilson
Karla Wilson is a main character and survivor figure in the 1998 slasher film "I Still Know What You Did Last Summer," known for being the best friend of protagonist Julie James.
-
D.
Elena Ford
Elena Ford is an American automotive executive and member of the Ford family who has held senior leadership roles at Ford Motor Company, including serving as its chief customer experience officer.
-
E.
Lindsay Ford
Lindsay Ford is an individual known primarily in relation to Karla Saaranen, about whom limited public information is available.
- 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_69c68850419081909fb426b8f5a304c7 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6daad028c8190a6db5b2d029d4dfc |
completed | March 27, 2026, 7:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c75874ffcc81908f31ff03e13cb5b0 |
completed | March 28, 2026, 4:26 a.m. |
| NEDg | Description generation | batch_69c758ee37dc8190810e44d11c744ac7 |
completed | March 28, 2026, 4:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c759a99b2c8190986ce5bc36502975 |
completed | March 28, 2026, 4:31 a.m. |
Created at: March 27, 2026, 2:28 p.m.