Triple
T6834295
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lai-Sang Young |
E157410
|
entity |
| Predicate | notableStudent |
P4838
|
FINISHED |
| Object |
Mark F. Demers
Mark F. Demers is a mathematician known for his work in dynamical systems and ergodic theory, particularly in the study of chaotic billiards and related statistical properties.
|
E621131
|
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: Mark F. Demers | Statement: [Lai-Sang Young, notableStudent, Mark F. Demers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mark F. Demers Context triple: [Lai-Sang Young, notableStudent, Mark F. Demers]
-
A.
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.
-
B.
Paul Demers
Paul Demers was a Franco-Ontarian singer-songwriter best known for co-writing and performing the anthem "Notre place," a symbol of French-language rights in Ontario.
-
C.
David T. Botterell
David T. Botterell was a prominent Canadian neurosurgeon and academic leader whose contributions to medicine and medical education led to a major university building being named in his honor.
-
D.
Thomas Siebel
Thomas Siebel is an American technology entrepreneur best known as the founder of Siebel Systems and later the cloud computing company C3.ai.
-
E.
Doug Herzog
Doug Herzog is an American television executive and producer known for his influential role in shaping modern comedy programming at networks like MTV and Comedy Central.
- 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: Mark F. Demers Triple: [Lai-Sang Young, notableStudent, Mark F. Demers]
Generated description
Mark F. Demers is a mathematician known for his work in dynamical systems and ergodic theory, particularly in the study of chaotic billiards and related statistical properties.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mark F. Demers Target entity description: Mark F. Demers is a mathematician known for his work in dynamical systems and ergodic theory, particularly in the study of chaotic billiards and related statistical properties.
-
A.
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.
-
B.
Paul Demers
Paul Demers was a Franco-Ontarian singer-songwriter best known for co-writing and performing the anthem "Notre place," a symbol of French-language rights in Ontario.
-
C.
David T. Botterell
David T. Botterell was a prominent Canadian neurosurgeon and academic leader whose contributions to medicine and medical education led to a major university building being named in his honor.
-
D.
Thomas Siebel
Thomas Siebel is an American technology entrepreneur best known as the founder of Siebel Systems and later the cloud computing company C3.ai.
-
E.
Doug Herzog
Doug Herzog is an American television executive and producer known for his influential role in shaping modern comedy programming at networks like MTV and Comedy Central.
- 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_69c6882c53608190b99aebef079b23bd |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d67936288190829fedc3729aadd8 |
completed | March 27, 2026, 7:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c723fd50c88190af005fd58ca0aee6 |
completed | March 28, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_69c7247806808190ac60c134cec612c8 |
completed | March 28, 2026, 12:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7253b94f081909e7cee870a12af6b |
completed | March 28, 2026, 12:47 a.m. |
Created at: March 27, 2026, 2:18 p.m.