Triple
T12797662
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Steven Strogatz |
E305930
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Sync: The Emerging Science of Spontaneous Order
Sync: The Emerging Science of Spontaneous Order is a popular science book that explores how synchronization and collective behavior arise spontaneously in systems ranging from fireflies and heart cells to power grids and social networks.
|
E1002065
|
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: Sync: The Emerging Science of Spontaneous Order | Statement: [Steven Strogatz, notableWork, Sync: The Emerging Science of Spontaneous Order]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sync: The Emerging Science of Spontaneous Order Context triple: [Steven Strogatz, notableWork, Sync: The Emerging Science of Spontaneous Order]
-
A.
The Complexity of Cooperation
The Complexity of Cooperation is a scholarly work by Avi Wigderson that explores how ideas from computational complexity theory illuminate strategic behavior, game theory, and cooperative problem-solving.
-
B.
Searching for Order in the Complexity of Evolving Worlds
"Searching for Order in the Complexity of Evolving Worlds" is the guiding motto of the Santa Fe Institute, reflecting its focus on understanding complex adaptive systems across disciplines.
-
C.
The Founder’s Paradox
The Founder’s Paradox is a chapter in Peter Thiel’s book "Zero to One" that explores how successful startup founders often embody seemingly contradictory traits, resembling both heroic visionaries and potentially dangerous monopolists.
-
D.
Consilience: The Unity of Knowledge
Consilience: The Unity of Knowledge is a 1998 book by biologist Edward O. Wilson that argues for the unification of the natural sciences, social sciences, and humanities into a single, coherent framework of knowledge.
-
E.
Networks of the Brain
Networks of the Brain is a foundational book in network neuroscience that explains how complex brain function emerges from large-scale patterns of connectivity.
- 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: Sync: The Emerging Science of Spontaneous Order Triple: [Steven Strogatz, notableWork, Sync: The Emerging Science of Spontaneous Order]
Generated description
Sync: The Emerging Science of Spontaneous Order is a popular science book that explores how synchronization and collective behavior arise spontaneously in systems ranging from fireflies and heart cells to power grids and social networks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sync: The Emerging Science of Spontaneous Order Target entity description: Sync: The Emerging Science of Spontaneous Order is a popular science book that explores how synchronization and collective behavior arise spontaneously in systems ranging from fireflies and heart cells to power grids and social networks.
-
A.
The Complexity of Cooperation
The Complexity of Cooperation is a scholarly work by Avi Wigderson that explores how ideas from computational complexity theory illuminate strategic behavior, game theory, and cooperative problem-solving.
-
B.
Searching for Order in the Complexity of Evolving Worlds
"Searching for Order in the Complexity of Evolving Worlds" is the guiding motto of the Santa Fe Institute, reflecting its focus on understanding complex adaptive systems across disciplines.
-
C.
The Founder’s Paradox
The Founder’s Paradox is a chapter in Peter Thiel’s book "Zero to One" that explores how successful startup founders often embody seemingly contradictory traits, resembling both heroic visionaries and potentially dangerous monopolists.
-
D.
Consilience: The Unity of Knowledge
Consilience: The Unity of Knowledge is a 1998 book by biologist Edward O. Wilson that argues for the unification of the natural sciences, social sciences, and humanities into a single, coherent framework of knowledge.
-
E.
Networks of the Brain
Networks of the Brain is a foundational book in network neuroscience that explains how complex brain function emerges from large-scale patterns of connectivity.
- 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_69d7bdf366888190a8cccb982606889c |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e6f858c8190915ede38e9a6a2df |
completed | April 10, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6850d6ebc8190aaffcac09f4b15eb |
completed | May 2, 2026, 11:13 p.m. |
| NEDg | Description generation | batch_69f6863fada48190afe2ff7896a60094 |
completed | May 2, 2026, 11:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f686bcac94819088782273effbb06a |
completed | May 2, 2026, 11:20 p.m. |
Created at: April 9, 2026, 5:30 p.m.