Triple
T5358431
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Demers |
E102759
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
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.
|
E514883
|
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: Louis-Philippe Demers | Statement: [Demers, hasNotableBearer, Louis-Philippe Demers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Louis-Philippe Demers Context triple: [Demers, hasNotableBearer, Louis-Philippe Demers]
-
A.
Philippe Beaudoin
Philippe Beaudoin is a Canadian computer scientist and entrepreneur known for co-founding the artificial intelligence company Element AI.
-
B.
Jean-Baptiste-Éric Dorion
Jean-Baptiste-Éric Dorion was a 19th-century Canadian journalist, politician, and radical reformer from Quebec known for his outspoken advocacy of democratic and anti-clerical principles.
-
C.
Jean Demers
Jean Demers is a person notable enough to be recognized as a significant bearer of the surname Demers.
-
D.
Cédric Champeau
Cédric Champeau is a prominent software engineer best known for his major contributions to the Groovy programming language and its ecosystem.
-
E.
Paul Gervais
Paul Gervais was a French painter known for his large-scale decorative works and allegorical murals in prominent public buildings.
- 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: Louis-Philippe Demers Triple: [Demers, hasNotableBearer, Louis-Philippe Demers]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Louis-Philippe Demers Target entity description: 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.
-
A.
Philippe Beaudoin
Philippe Beaudoin is a Canadian computer scientist and entrepreneur known for co-founding the artificial intelligence company Element AI.
-
B.
Jean-Baptiste-Éric Dorion
Jean-Baptiste-Éric Dorion was a 19th-century Canadian journalist, politician, and radical reformer from Quebec known for his outspoken advocacy of democratic and anti-clerical principles.
-
C.
Jean Demers
Jean Demers is a person notable enough to be recognized as a significant bearer of the surname Demers.
-
D.
Cédric Champeau
Cédric Champeau is a prominent software engineer best known for his major contributions to the Groovy programming language and its ecosystem.
-
E.
Paul Gervais
Paul Gervais was a French painter known for his large-scale decorative works and allegorical murals in prominent public buildings.
- 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_69bf291c89c8819084b9305c3bddc3c0 |
completed | March 21, 2026, 11:26 p.m. |
| NEDg | Description generation | batch_69bf29ba3e1c8190987f22566a9ec806 |
completed | March 21, 2026, 11:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf2a489ec88190bbeb628b4903607c |
completed | March 21, 2026, 11:31 p.m. |
Created at: March 20, 2026, 2:02 p.m.