Triple
T16591750
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephen Lyons |
E403105
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Celeste Bisme-Lyons
Celeste Bisme-Lyons is a private individual known primarily in public records as the spouse of Stephen Lyons.
|
E1224580
|
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: Celeste Bisme-Lyons | Statement: [Stephen Lyons, spouse, Celeste Bisme-Lyons]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Celeste Bisme-Lyons Context triple: [Stephen Lyons, spouse, Celeste Bisme-Lyons]
-
A.
Stacia Robitaille
Stacia Robitaille is an American philanthropist and former model best known as the wife of Hockey Hall of Famer Luc Robitaille and co-founder of the charitable organization Echoes of Hope.
-
B.
Julie LeBreton
Julie LeBreton is a Canadian actress known for her work in film and television, particularly in French-language productions.
-
C.
Anne Lauvergeon
Anne Lauvergeon is a French business executive best known for leading the nuclear energy company Areva and for her prominent role in France’s industrial and energy sectors.
-
D.
Linda Dufresne
Linda Dufresne is the wife of Andy Dufresne, the central character in Stephen King's novella "Rita Hayworth and Shawshank Redemption" and its film adaptation "The Shawshank Redemption."
-
E.
Diane Bemus
Diane Bemus is an individual whose birth name is Diane Bemus and who is also known as Diane Bemus Patrick.
- 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: Celeste Bisme-Lyons Triple: [Stephen Lyons, spouse, Celeste Bisme-Lyons]
Generated description
Celeste Bisme-Lyons is a private individual known primarily in public records as the spouse of Stephen Lyons.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Celeste Bisme-Lyons Target entity description: Celeste Bisme-Lyons is a private individual known primarily in public records as the spouse of Stephen Lyons.
-
A.
Stacia Robitaille
Stacia Robitaille is an American philanthropist and former model best known as the wife of Hockey Hall of Famer Luc Robitaille and co-founder of the charitable organization Echoes of Hope.
-
B.
Julie LeBreton
Julie LeBreton is a Canadian actress known for her work in film and television, particularly in French-language productions.
-
C.
Anne Lauvergeon
Anne Lauvergeon is a French business executive best known for leading the nuclear energy company Areva and for her prominent role in France’s industrial and energy sectors.
-
D.
Linda Dufresne
Linda Dufresne is the wife of Andy Dufresne, the central character in Stephen King's novella "Rita Hayworth and Shawshank Redemption" and its film adaptation "The Shawshank Redemption."
-
E.
Diane Bemus
Diane Bemus is an individual whose birth name is Diane Bemus and who is also known as Diane Bemus Patrick.
- 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_69d88387363c8190a97a0c942130de97 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e359a123e8819095cd73cd848a3345 |
completed | April 18, 2026, 10:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a007da6d6f08190a8524b1c955b7c2e |
completed | May 10, 2026, 12:44 p.m. |
| NEDg | Description generation | batch_6a007ee625c48190a7a97f34d5788808 |
completed | May 10, 2026, 12:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a007f75e7e48190ac5cf912cca60d9c |
completed | May 10, 2026, 12:52 p.m. |
Created at: April 10, 2026, 5:16 a.m.