Triple
T15971966
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tom Bergeron |
E387346
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Lois Bergeron
Lois Bergeron is the longtime wife of American television personality Tom Bergeron, known for keeping a low public profile despite his high-profile career.
|
E1192731
|
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: Lois Bergeron | Statement: [Tom Bergeron, spouse, Lois Bergeron]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lois Bergeron Context triple: [Tom Bergeron, spouse, Lois Bergeron]
-
A.
Brigitte Bourgeois
Brigitte Bourgeois is a Canadian politician who served as a member of the National Assembly of Quebec.
-
B.
Françoise Lespérance
Françoise Lespérance is known primarily as the spouse of renowned Canadian painter and sculptor Jean-Paul Riopelle.
-
C.
Marie Morin
Marie Morin was the wife of Francis Bellamy, the American minister and author best known for writing the original Pledge of Allegiance.
-
D.
Marie Morin
Marie Morin is a French dairy dessert brand best known for its traditional-style yogurts and puddings sold in glass jars.
-
E.
Angélique Saucier
Angélique Saucier is known primarily as the wife of Pierre Menard, an early 19th-century American pioneer and political figure in Illinois.
- 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: Lois Bergeron Triple: [Tom Bergeron, spouse, Lois Bergeron]
Generated description
Lois Bergeron is the longtime wife of American television personality Tom Bergeron, known for keeping a low public profile despite his high-profile career.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lois Bergeron Target entity description: Lois Bergeron is the longtime wife of American television personality Tom Bergeron, known for keeping a low public profile despite his high-profile career.
-
A.
Brigitte Bourgeois
Brigitte Bourgeois is a Canadian politician who served as a member of the National Assembly of Quebec.
-
B.
Françoise Lespérance
Françoise Lespérance is known primarily as the spouse of renowned Canadian painter and sculptor Jean-Paul Riopelle.
-
C.
Marie Morin
Marie Morin was the wife of Francis Bellamy, the American minister and author best known for writing the original Pledge of Allegiance.
-
D.
Marie Morin
Marie Morin is a French dairy dessert brand best known for its traditional-style yogurts and puddings sold in glass jars.
-
E.
Angélique Saucier
Angélique Saucier is known primarily as the wife of Pierre Menard, an early 19th-century American pioneer and political figure in Illinois.
- 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_69d86da94ccc819083d187f5dc6a123e |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e15729d73c8190a4140a0e55ee2566 |
completed | April 16, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffe46f19f48190a33647c711893564 |
completed | May 10, 2026, 1:50 a.m. |
| NEDg | Description generation | batch_69ffe64d42ec8190a518e58834852080 |
completed | May 10, 2026, 1:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffe6b3f25481908dd4b6108b5d95c0 |
completed | May 10, 2026, 2 a.m. |
Created at: April 10, 2026, 4:54 a.m.