Triple
T18751564
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ilya Prigogine |
E458537
|
entity |
| Predicate | hasPublication |
P80
|
FINISHED |
| Object |
Order Out of Chaos
"Order Out of Chaos" is a seminal book by Ilya Prigogine that explores how complex order can emerge from disordered, far-from-equilibrium physical and chemical systems, reshaping our understanding of thermodynamics and complexity.
|
E1341318
|
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: Order Out of Chaos | Statement: [Ilya Prigogine, hasPublication, Order Out of Chaos]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Order Out of Chaos Context triple: [Ilya Prigogine, hasPublication, Order Out of Chaos]
-
A.
Chaos and the Calm
"Chaos and the Calm" is the first full-length studio album by English singer-songwriter James Bay, featuring soulful pop-rock tracks that brought him widespread commercial success and critical recognition.
-
B.
Chaos is the New Calm
Chaos is the New Calm is a poetry collection by American poet Wyn Cooper that showcases his characteristically lyrical, pop-culture-infused style.
-
C.
The Collapse of Chaos
The Collapse of Chaos is a popular science book by mathematician Ian Stewart (with Jack Cohen) that explores complexity theory, chaos, and how simple rules can give rise to the rich structures and behaviors seen in nature.
-
D.
The Secret Life of Chaos
The Secret Life of Chaos is a BBC science documentary that explores how chaos theory and complexity give rise to order and life in the universe, presented by physicist Jim Al-Khalili.
-
E.
Conquering Chaos
"Conquering Chaos" is a memoir by reality TV personality Catelynn Lowell that chronicles her experiences with teen pregnancy, adoption, mental health struggles, and personal growth.
- 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: Order Out of Chaos Triple: [Ilya Prigogine, hasPublication, Order Out of Chaos]
Generated description
"Order Out of Chaos" is a seminal book by Ilya Prigogine that explores how complex order can emerge from disordered, far-from-equilibrium physical and chemical systems, reshaping our understanding of thermodynamics and complexity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Order Out of Chaos Target entity description: "Order Out of Chaos" is a seminal book by Ilya Prigogine that explores how complex order can emerge from disordered, far-from-equilibrium physical and chemical systems, reshaping our understanding of thermodynamics and complexity.
-
A.
Chaos and the Calm
"Chaos and the Calm" is the first full-length studio album by English singer-songwriter James Bay, featuring soulful pop-rock tracks that brought him widespread commercial success and critical recognition.
-
B.
Chaos is the New Calm
Chaos is the New Calm is a poetry collection by American poet Wyn Cooper that showcases his characteristically lyrical, pop-culture-infused style.
-
C.
The Collapse of Chaos
The Collapse of Chaos is a popular science book by mathematician Ian Stewart (with Jack Cohen) that explores complexity theory, chaos, and how simple rules can give rise to the rich structures and behaviors seen in nature.
-
D.
The Secret Life of Chaos
The Secret Life of Chaos is a BBC science documentary that explores how chaos theory and complexity give rise to order and life in the universe, presented by physicist Jim Al-Khalili.
-
E.
Conquering Chaos
"Conquering Chaos" is a memoir by reality TV personality Catelynn Lowell that chronicles her experiences with teen pregnancy, adoption, mental health struggles, and personal growth.
- 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_69d8d394dc308190b6725073f5db324c |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e579ed4e6881908791f2a6250010a6 |
completed | April 20, 2026, 12:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a053d36fc908190b3193d52ce4504ce |
completed | May 14, 2026, 3:10 a.m. |
| NEDg | Description generation | batch_6a053e216ce0819093f0e9e9b707fca8 |
completed | May 14, 2026, 3:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a053ed266a481908dc9ff85e1d7cf4f |
completed | May 14, 2026, 3:17 a.m. |
Created at: April 10, 2026, 11:51 a.m.