Triple
T8321837
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rebecca Goldstein |
E194850
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Strange Attractors
"Strange Attractors" is a collection of philosophically rich short stories by Rebecca Goldstein that blend mathematics, science, and human relationships.
|
E725905
|
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: Strange Attractors | Statement: [Rebecca Goldstein, notableWork, Strange Attractors]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Strange Attractors Context triple: [Rebecca Goldstein, notableWork, Strange Attractors]
-
A.
The Representation of Chaos
The Representation of Chaos is the dramatic opening section of Haydn’s oratorio "The Creation," depicting the primordial disorder before the emergence of light and order through striking harmonic and orchestral effects.
-
B.
Lorenz attractor
The Lorenz attractor is a famous chaotic set arising from a simplified model of atmospheric convection, known for its butterfly-shaped trajectory and role as an early example of deterministic chaos in dynamical systems.
-
C.
Chaos: Making a New Science
Chaos: Making a New Science is a popular science book that introduced and explained the concepts and history of chaos theory to a broad audience.
-
D.
Mysterious Patterns: Finding Fractals in Nature
"Mysterious Patterns: Finding Fractals in Nature" is a popular science book that introduces readers, especially younger audiences, to the concept of fractals through examples and patterns found in the natural world.
-
E.
chaos theory
Chaos theory is a branch of mathematics and physics that studies how small differences in initial conditions can lead to vastly different outcomes in complex, dynamical systems, making long-term prediction effectively impossible.
- 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: Strange Attractors Triple: [Rebecca Goldstein, notableWork, Strange Attractors]
Generated description
"Strange Attractors" is a collection of philosophically rich short stories by Rebecca Goldstein that blend mathematics, science, and human relationships.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Strange Attractors Target entity description: "Strange Attractors" is a collection of philosophically rich short stories by Rebecca Goldstein that blend mathematics, science, and human relationships.
-
A.
The Representation of Chaos
The Representation of Chaos is the dramatic opening section of Haydn’s oratorio "The Creation," depicting the primordial disorder before the emergence of light and order through striking harmonic and orchestral effects.
-
B.
Lorenz attractor
The Lorenz attractor is a famous chaotic set arising from a simplified model of atmospheric convection, known for its butterfly-shaped trajectory and role as an early example of deterministic chaos in dynamical systems.
-
C.
Chaos: Making a New Science
Chaos: Making a New Science is a popular science book that introduced and explained the concepts and history of chaos theory to a broad audience.
-
D.
Mysterious Patterns: Finding Fractals in Nature
"Mysterious Patterns: Finding Fractals in Nature" is a popular science book that introduces readers, especially younger audiences, to the concept of fractals through examples and patterns found in the natural world.
-
E.
chaos theory
Chaos theory is a branch of mathematics and physics that studies how small differences in initial conditions can lead to vastly different outcomes in complex, dynamical systems, making long-term prediction effectively impossible.
- 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_69ca82e7a8a88190a32bb5cc0feb012d |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7f693ad08190ad4ce6269a61eb3f |
completed | March 31, 2026, 8:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd95a058948190b056d9b0f0607933 |
completed | April 1, 2026, 10:01 p.m. |
| NEDg | Description generation | batch_69cdab5f30b0819080136084d81774a9 |
completed | April 1, 2026, 11:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdb2d365e48190a766ca959ce56b19 |
completed | April 2, 2026, 12:05 a.m. |
Created at: March 30, 2026, 5:55 p.m.