Triple
T5358440
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Demers |
E102759
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Robert Demers
Robert Demers is a personal name shared by multiple individuals, most commonly associated with professionals in fields such as law, politics, and academia in North America.
|
E523799
|
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: Robert Demers | Statement: [Demers, hasNotableBearer, Robert Demers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Demers Context triple: [Demers, hasNotableBearer, Robert Demers]
-
A.
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.
-
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.
Jean-Pierre Demers
Jean-Pierre Demers is a relatively obscure individual whose specific public achievements or biographical details are not widely documented.
-
D.
Robert Dalva
Robert Dalva is an American film editor best known for his acclaimed work on movies such as "The Black Stallion."
-
E.
Guy Demers
Guy Demers is an individual notable enough to be specifically cited as a bearer of the surname Demers.
- 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: Robert Demers Triple: [Demers, hasNotableBearer, Robert Demers]
Generated description
Robert Demers is a personal name shared by multiple individuals, most commonly associated with professionals in fields such as law, politics, and academia in North America.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert Demers Target entity description: Robert Demers is a personal name shared by multiple individuals, most commonly associated with professionals in fields such as law, politics, and academia in North America.
-
A.
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.
-
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.
Jean-Pierre Demers
Jean-Pierre Demers is a relatively obscure individual whose specific public achievements or biographical details are not widely documented.
-
D.
Robert Dalva
Robert Dalva is an American film editor best known for his acclaimed work on movies such as "The Black Stallion."
-
E.
Guy Demers
Guy Demers is an individual notable enough to be specifically cited as a bearer of the surname Demers.
- 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_69bf6c457698819080b4dff35f9c9f63 |
completed | March 22, 2026, 4:12 a.m. |
| NEDg | Description generation | batch_69bf6d46402c819092ec10f1a5680694 |
completed | March 22, 2026, 4:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf6e0bc4ec8190accca31225363c12 |
completed | March 22, 2026, 4:20 a.m. |
Created at: March 20, 2026, 2:02 p.m.