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.