Triple
T16299423
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Philip Holmes |
E395742
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
John Guckenheimer
John Guckenheimer is an American mathematician and dynamical systems theorist known for his influential work in nonlinear dynamics and bifurcation theory.
|
E1206172
|
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: John Guckenheimer | Statement: [Philip Holmes, coAuthor, John Guckenheimer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Guckenheimer Context triple: [Philip Holmes, coAuthor, John Guckenheimer]
-
A.
Dennis Sullivan
Dennis Sullivan is an influential American mathematician renowned for his groundbreaking work in topology, dynamical systems, and geometry.
-
B.
Michael Shub
Michael Shub is an American mathematician and computer scientist known for his influential work in dynamical systems, complexity theory, and cryptography, including co-developing the Blum–Blum–Shub pseudorandom number generator.
-
C.
Loring W. Tu
Loring W. Tu is a mathematician known for his work in differential geometry and topology, including coauthoring the influential textbook "Differential Forms in Algebraic Topology."
-
D.
James Serrin
James Serrin was an American mathematician renowned for his contributions to partial differential equations and fluid mechanics.
-
E.
Charles S. Peskin
Charles S. Peskin is an American applied mathematician best known for developing the immersed boundary method for simulating fluid–structure interactions, particularly in modeling blood flow and the heart.
- 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: John Guckenheimer Triple: [Philip Holmes, coAuthor, John Guckenheimer]
Generated description
John Guckenheimer is an American mathematician and dynamical systems theorist known for his influential work in nonlinear dynamics and bifurcation theory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Guckenheimer Target entity description: John Guckenheimer is an American mathematician and dynamical systems theorist known for his influential work in nonlinear dynamics and bifurcation theory.
-
A.
Dennis Sullivan
Dennis Sullivan is an influential American mathematician renowned for his groundbreaking work in topology, dynamical systems, and geometry.
-
B.
Michael Shub
Michael Shub is an American mathematician and computer scientist known for his influential work in dynamical systems, complexity theory, and cryptography, including co-developing the Blum–Blum–Shub pseudorandom number generator.
-
C.
Loring W. Tu
Loring W. Tu is a mathematician known for his work in differential geometry and topology, including coauthoring the influential textbook "Differential Forms in Algebraic Topology."
-
D.
James Serrin
James Serrin was an American mathematician renowned for his contributions to partial differential equations and fluid mechanics.
-
E.
Charles S. Peskin
Charles S. Peskin is an American applied mathematician best known for developing the immersed boundary method for simulating fluid–structure interactions, particularly in modeling blood flow and the heart.
- 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_69d87f23bb088190a16fbb91a1957ea5 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e25e30ee288190b78807b60cb18e22 |
completed | April 17, 2026, 4:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a001f9d7ef48190b7acebebcb9608c3 |
completed | May 10, 2026, 6:03 a.m. |
| NEDg | Description generation | batch_6a0021459c4081908e4c1d2e0bc8a5be |
completed | May 10, 2026, 6:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a002221fe7c819083c8ede5e63b0908 |
completed | May 10, 2026, 6:13 a.m. |
Created at: April 10, 2026, 5:06 a.m.