Triple
T7050404
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Gleick |
E163749
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E639444
|
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: Chaos: Making a New Science | Statement: [James Gleick, notableWork, Chaos: Making a New Science]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chaos: Making a New Science Context triple: [James Gleick, notableWork, Chaos: Making a New Science]
-
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.
Chaos and Creation in the Backyard
Chaos and Creation in the Backyard is a critically acclaimed 2005 studio album by Paul McCartney that showcases a more introspective, stripped-down songwriting and production style.
-
C.
The New Science
The New Science is Giambattista Vico’s seminal 18th-century philosophical work that proposes a cyclical theory of history and lays early foundations for the modern human and social sciences.
-
D.
Gödel, Escher, Bach
Gödel, Escher, Bach is a Pulitzer Prize–winning interdisciplinary book by Douglas Hofstadter that explores deep connections between mathematics, art, music, and human consciousness.
-
E.
With the Grain of the Universe
With the Grain of the Universe is a theological work by Stanley Hauerwas that explores the nature and task of theology through engagement with figures like Karl Barth, Reinhold Niebuhr, and Hans Frei.
- 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: Chaos: Making a New Science Triple: [James Gleick, notableWork, Chaos: Making a New Science]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chaos: Making a New Science Target entity description: 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.
-
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.
Chaos and Creation in the Backyard
Chaos and Creation in the Backyard is a critically acclaimed 2005 studio album by Paul McCartney that showcases a more introspective, stripped-down songwriting and production style.
-
C.
The New Science
The New Science is Giambattista Vico’s seminal 18th-century philosophical work that proposes a cyclical theory of history and lays early foundations for the modern human and social sciences.
-
D.
Gödel, Escher, Bach
Gödel, Escher, Bach is a Pulitzer Prize–winning interdisciplinary book by Douglas Hofstadter that explores deep connections between mathematics, art, music, and human consciousness.
-
E.
With the Grain of the Universe
With the Grain of the Universe is a theological work by Stanley Hauerwas that explores the nature and task of theology through engagement with figures like Karl Barth, Reinhold Niebuhr, and Hans Frei.
- 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_69c6885f598c8190b6b6495c59d8d962 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e24e7e20819099dc8f7fa37c4491 |
completed | March 27, 2026, 8:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7888bba9c8190b6414b56e5588ec0 |
completed | March 28, 2026, 7:51 a.m. |
| NEDg | Description generation | batch_69c788f292a08190bf3543ecfc245d12 |
completed | March 28, 2026, 7:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c789a6ea988190ad2db2442f0a5e8f |
completed | March 28, 2026, 7:56 a.m. |
Created at: March 27, 2026, 2:37 p.m.