Triple
T2866563
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Princeton Science Library |
E63453
|
entity |
| Predicate | hasNotableAuthor |
P4244
|
FINISHED |
| Object |
Steven Strogatz
Steven Strogatz is an American mathematician and popular science writer known for his work on chaos, synchronization, and complex systems, as well as for his accessible books and columns on mathematics.
|
E305930
|
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: Steven Strogatz | Statement: [Princeton Science Library, hasNotableAuthor, Steven Strogatz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Steven Strogatz Context triple: [Princeton Science Library, hasNotableAuthor, Steven Strogatz]
-
A.
Nigel Goldenfeld
Nigel Goldenfeld is a theoretical physicist known for his influential work in statistical physics, complex systems, and fluid dynamics.
-
B.
Douglas Hofstadter
Douglas Hofstadter is an American cognitive scientist and author best known for his Pulitzer Prize–winning book "Gödel, Escher, Bach," which explores consciousness, self-reference, and the nature of mind through mathematics, art, and music.
-
C.
Leonard Mlodinow
Leonard Mlodinow is an American physicist and author known for his popular science books and collaborations with Stephen Hawking on works about cosmology and the nature of reality.
-
D.
David J. Morin
David J. Morin is a physicist and educator best known for his clear, problem-focused textbooks on classical mechanics and electromagnetism.
-
E.
Dennis Sullivan
Dennis Sullivan is an influential American mathematician renowned for his groundbreaking work in topology, dynamical systems, and geometry.
- 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: Steven Strogatz Triple: [Princeton Science Library, hasNotableAuthor, Steven Strogatz]
Generated description
Steven Strogatz is an American mathematician and popular science writer known for his work on chaos, synchronization, and complex systems, as well as for his accessible books and columns on mathematics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Steven Strogatz Target entity description: Steven Strogatz is an American mathematician and popular science writer known for his work on chaos, synchronization, and complex systems, as well as for his accessible books and columns on mathematics.
-
A.
Nigel Goldenfeld
Nigel Goldenfeld is a theoretical physicist known for his influential work in statistical physics, complex systems, and fluid dynamics.
-
B.
Douglas Hofstadter
Douglas Hofstadter is an American cognitive scientist and author best known for his Pulitzer Prize–winning book "Gödel, Escher, Bach," which explores consciousness, self-reference, and the nature of mind through mathematics, art, and music.
-
C.
Leonard Mlodinow
Leonard Mlodinow is an American physicist and author known for his popular science books and collaborations with Stephen Hawking on works about cosmology and the nature of reality.
-
D.
David J. Morin
David J. Morin is a physicist and educator best known for his clear, problem-focused textbooks on classical mechanics and electromagnetism.
-
E.
Dennis Sullivan
Dennis Sullivan is an influential American mathematician renowned for his groundbreaking work in topology, dynamical systems, and geometry.
- 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_69ab4c42fb8c8190b36e161d47c03b81 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abdfbb7ed4819096ca65391077e2af |
completed | March 7, 2026, 8:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b01da85930819092d19a5e712cfa18 |
completed | March 10, 2026, 1:33 p.m. |
| NEDg | Description generation | batch_69b01e34639c8190b1c6e8a14cd31d96 |
completed | March 10, 2026, 1:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b01f5a6784819089499926fb115d9c |
completed | March 10, 2026, 1:40 p.m. |
Created at: March 6, 2026, 10:02 p.m.