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How it works
From routing data to classroom-ready worksheets.
The routing layer pre-selects the pedagogical thread, metalanguage concept, and arc trajectory for the current learning cycle. Your platform consumes this via a single API call and routes the data into a template engine that produces both teacher-facing guides and student-facing worksheets simultaneously — the Dual-Surface output.
{
"thread_name": "Fraternal Interdependence and Trauma-Driven Transformation",
"concept": "Fraternal Interdependence",
"lens": "relational",
"devices": ["Juxtaposition", "Symbolism", "Metaphor"],
"arc_entries": [
{ "chapter": 1, "arc_role": "introduced", "anchor_quote_count": 4 },
{ "chapter": 6, "arc_role": "developed", "anchor_quote_count": 6 },
{ "chapter": 9, "arc_role": "peaks", "anchor_quote_count": 7 }
]
}
{
"scaffold_level": "medium",
"density_caps": {
"max_events_per_task": 5,
"max_words_per_evidence_block": 45
},
"audience_routing": {
"student_surface": ["scaffold_text", "write_box", "arc_badge"],
"teacher_surface": ["model_answer", "overflow_evidence"]
}
}
{
"surface": "student",
"concept": "Fraternal Interdependence",
"arc_badge": "introduced → developed → peaks",
"scaffold_text": "In The Outsiders, Fraternal Interdependence is initially presented as… because…",
"write_box_lines": 6
}
{
"surface": "teacher",
"model_answer": "Ponyboy's retrospective narration positions brotherhood as the primary survival mechanism...",
"overflow_evidence": ["Ch.1 ID:4", "Ch.6 ID:31", "Ch.9 ID:58"]
}
What you get
Infrastructure, not one-off documents.
The same kernel that generates a worksheet for The Outsiders generates one for Macbeth, The Giver, or any text in the corpus — without any additional human authoring. The structural pattern is domain-invariant; only the verified quotes change.
Output Type A
Dual-Surface Teacher + Student Package
One API call per step produces a teacher guide (model answers, overflow evidence, routing metadata) and a paired student worksheet (scaffold text, write boxes, arc badges) with audience isolation enforced by the curation contract.
Output Type B
Annotation Preview Pages
Convert evidence arrays directly into downloadable annotation guides — chapter-by-chapter visual breakdowns that serve as PLG assets and infrastructure proof for B2B partners.
Explore the source data in the API Explorer →