◈ Daily Research Synthesis · Two Papers Per Post
Publications Index
Newest first · Each post links to the previous · Recursive provenance chain
2026-06-15
GDR-PUB-2026-06-15-001
JSON-LD
Root-LD
Inference
◈ Paper A
[ Paper A Title — Paste Here ]
Read Paper
◈ Paper B
[ Paper B Title — Paste Here ]
Read Paper
Synthesis
[ Paste the one-paragraph synthesis abstract here. State the connection between the two papers and what it means for the Treasure Valley data infrastructure mission. ]
linked-data
provenance
semantic-bridge
inference
structured-data
◈ Pipeline Active · Posts Incoming
New publications added daily. Each post synthesizes two research papers and appends a node to publications/graph.jsonld.
◈ Machine-Readable · publications/graph.jsonld
Every post appends a node.
The graph grows fresher at the top.
The graph grows fresher at the top.
Every publication run produces a JSON-LD schema block summarizing the synthesis between the two papers. That block is prepended to publications/graph.jsonld — newest node first.
Any AI crawler, research tool, or federated system fetching that file gets the most recent synthesis at the top of the graph. The chain extends backward through every post, building a recursive provenance record of every research direction this pipeline has touched.
This is not a blog. It is a structured knowledge artifact that compounds in value with every post added.
// publications/graph.jsonld — newest node first
{
"@context": "https://schema.org",
"@graph": [
{
// ← newest synthesis prepended here
"@type": "ScholarlyArticle",
"@id": "boisestandard.org/publications/{slug}/",
"datePublished": "2026-06-15",
"name": "Synthesis: Paper A × Paper B",
"abstract": "[ synthesis abstract ]",
"keywords": ["linked-data", "provenance"],
"isPartOf": "boisestandard.org/publications/",
"predecessorOf": "[ previous slug ]"
},
// ↓ all prior nodes below
{ "..." }
]
}
◈ How It Works
The Publications Pipeline
Eight stages. Deterministic. Provenance-stamped at every step.
01 · INGEST
Textify & Normalize
PDF extraction via pdfplumber. Raw text normalization, page mapping, character count, reference block isolation. Extraction method stamped to GoldPaper.
02 · TOPOLOGY
Six-Layer Fingerprint
Pre-linguistic topology across token, character, punctuation, sentence, paragraph, and document layers. Density gradient, hapax ratio, type-token ratio, character entropy. Fully deterministic — same input always produces same output.
03 · TOKENS
Semantic Extraction
Stopword removal, top tokens, bigrams, trigrams, token-to-page provenance map, hapax legomena sample, lexical density, average word length.
04 · SCHEMA
Schema Graph Traversal
Schema.org type neighborhood traversal. Ancestor chain — ScholarlyArticle ← Article ← CreativeWork ← Thing. Negative space declaration per Constitutional Law VI. Schema hits scored across both corpora.
05 · WIKIPEDIA
Edge Discovery
Token-to-Wikipedia edge verification with confidence scoring. HIGH and MEDIUM hits retained with extract, page provenance, and source paper stamp. Unfetched candidates preserved for provenance display.
06 · BRIDGE
Cross-Paper Semantic Bridge
Common tokens, common phrases, uncommon tokens per paper, semantic edges with fuzzy match scores, shared references, topology delta field by field. No inference — pure deterministic cross-corpus measurement.
07 · INFERENCE
Synthesis Generation
Three LLM passes — synopsis per paper, connection over shared intellectual territory, inflection over structural negative space. Labeled SEMANTIC-LLM. Control condition run in parallel over raw unstructured text only — same model, same temperature.
08 · RENDER
HTML Page Generation
generate_publication.py assembles 17 sections into a single complete HTML page — provenance ledger, synopsis, training bundle, semantic bridge, topology, word metrics, schema graph, Wikipedia cards, full corpus windows, structured inference, unstructured control, root-LD display. Written to output/publications/{slug}/index.html.
09 · PUBLISH
Graph Append & Deploy
Summary node prepended to publications/graph.jsonld — newest first, permanently growing. Card rendered to publications.html index. Lineage edge to previous post written. R2 upload. Cloudflare deploy.
The record belongs to the community.
Verify your entity in the Boise Standard directory. Permanent. Machine-readable. $25.
Verify My Business — $25