Triple
T8935014
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Doyle |
E212753
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Peter Doyle (mathematician)
Peter Doyle is an American mathematician known for his work in probability theory, potential theory, and geometric analysis, including contributions to the study of random walks and electric networks.
|
E767752
|
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: Peter Doyle (mathematician) | Statement: [Doyle, hasNotableBearer, Peter Doyle (mathematician)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Peter Doyle (mathematician) Context triple: [Doyle, hasNotableBearer, Peter Doyle (mathematician)]
-
A.
Philip J. Davis
Philip J. Davis was an American mathematician and prolific author known for his influential works on numerical analysis, the history and philosophy of mathematics, and popular mathematical writing.
-
B.
James R. Newman
James R. Newman was an American mathematician, lawyer, and author best known for co-authoring the popular science classic "Mathematics and the Imagination" and editing the influential anthology "The World of Mathematics."
-
C.
Peter D. Martin
Peter D. Martin was an American writer, academic, and publisher best known as the co-founder of San Francisco’s influential City Lights Bookstore and its associated publishing house.
-
D.
Erdman Penner
Erdman Penner was a Canadian-born screenwriter and story artist best known for his work on classic Walt Disney animated films in the mid-20th century.
-
E.
Clifford Hugh Dowker
Clifford Hugh Dowker was a British mathematician known for his contributions to topology and knot theory, including work that led to the Dowker–Thistlethwaite notation.
- 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: Peter Doyle (mathematician) Triple: [Doyle, hasNotableBearer, Peter Doyle (mathematician)]
Generated description
Peter Doyle is an American mathematician known for his work in probability theory, potential theory, and geometric analysis, including contributions to the study of random walks and electric networks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Peter Doyle (mathematician) Target entity description: Peter Doyle is an American mathematician known for his work in probability theory, potential theory, and geometric analysis, including contributions to the study of random walks and electric networks.
-
A.
Philip J. Davis
Philip J. Davis was an American mathematician and prolific author known for his influential works on numerical analysis, the history and philosophy of mathematics, and popular mathematical writing.
-
B.
James R. Newman
James R. Newman was an American mathematician, lawyer, and author best known for co-authoring the popular science classic "Mathematics and the Imagination" and editing the influential anthology "The World of Mathematics."
-
C.
Peter D. Martin
Peter D. Martin was an American writer, academic, and publisher best known as the co-founder of San Francisco’s influential City Lights Bookstore and its associated publishing house.
-
D.
Erdman Penner
Erdman Penner was a Canadian-born screenwriter and story artist best known for his work on classic Walt Disney animated films in the mid-20th century.
-
E.
Clifford Hugh Dowker
Clifford Hugh Dowker was a British mathematician known for his contributions to topology and knot theory, including work that led to the Dowker–Thistlethwaite notation.
- 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_69ca8395c438819087d7cb844ab5990c |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc669138b48190a6bb4968f029a69e |
completed | April 1, 2026, 12:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfc1ddac548190bf520321dd35de1c |
completed | April 3, 2026, 1:34 p.m. |
| NEDg | Description generation | batch_69cfc26e039881909f623ba5b1b7f7e1 |
completed | April 3, 2026, 1:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfc350afc08190a17c61041d6d8193 |
completed | April 3, 2026, 1:40 p.m. |
Created at: March 30, 2026, 6:58 p.m.