Triple
T5358438
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Demers |
E102759
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Luc Demers
Luc Demers is a person notable enough to be specifically cited as a bearer of the surname Demers, though detailed public information about his life or achievements is not widely documented.
|
E523358
|
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: Luc Demers | Statement: [Demers, hasNotableBearer, Luc Demers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luc Demers Context triple: [Demers, hasNotableBearer, Luc Demers]
-
A.
Guy Demers
Guy Demers is an individual notable enough to be specifically cited as a bearer of the surname Demers.
-
B.
Louis-Philippe Demers
Louis-Philippe Demers was a Canadian lawyer and politician who served as a Liberal member of the House of Commons in the early 20th century.
-
C.
Jacques Demers
Jacques Demers is a Canadian former NHL head coach best known for leading the Montreal Canadiens to the 1993 Stanley Cup championship.
-
D.
Jean Demers
Jean Demers is a person notable enough to be recognized as a significant bearer of the surname Demers.
-
E.
Jean-Pierre Demers
Jean-Pierre Demers is a relatively obscure individual whose specific public achievements or biographical details are not widely documented.
- 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: Luc Demers Triple: [Demers, hasNotableBearer, Luc Demers]
Generated description
Luc Demers is a person notable enough to be specifically cited as a bearer of the surname Demers, though detailed public information about his life or achievements is not widely documented.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luc Demers Target entity description: Luc Demers is a person notable enough to be specifically cited as a bearer of the surname Demers, though detailed public information about his life or achievements is not widely documented.
-
A.
Guy Demers
Guy Demers is an individual notable enough to be specifically cited as a bearer of the surname Demers.
-
B.
Louis-Philippe Demers
Louis-Philippe Demers was a Canadian lawyer and politician who served as a Liberal member of the House of Commons in the early 20th century.
-
C.
Jacques Demers
Jacques Demers is a Canadian former NHL head coach best known for leading the Montreal Canadiens to the 1993 Stanley Cup championship.
-
D.
Jean Demers
Jean Demers is a person notable enough to be recognized as a significant bearer of the surname Demers.
-
E.
Jean-Pierre Demers
Jean-Pierre Demers is a relatively obscure individual whose specific public achievements or biographical details are not widely documented.
- 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_69bd43d8f7248190b64c140734b5c9a8 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd8631ca2c8190856258bf340f6e5d |
completed | March 20, 2026, 5:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf4873ff0881908390c12767e18bb5 |
completed | March 22, 2026, 1:40 a.m. |
| NEDg | Description generation | batch_69bf4c6059d48190a2fb5f76dfa19767 |
completed | March 22, 2026, 1:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf4cadc9508190a901a6fe6702f1b7 |
completed | March 22, 2026, 1:58 a.m. |
Created at: March 20, 2026, 2:02 p.m.