Pith Number

pith:I5RU6MIQ

pith:2026:I5RU6MIQC3Y4KTWGNTAQXMLQJR

not attested not anchored not stored refs pending

Mind the Gap: Bridging Behavioral Silos with LLMs in Multi-Vertical Recommendations

Martin Wang, Nimesh Sinha, Raghav Saboo, Sudeep Das

arxiv:2606.06779 v1 · 2026-06-04 · cs.IR · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{I5RU6MIQC3Y4KTWGNTAQXMLQJR}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-06-08T01:04:27.830980Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

47634f311016f1c54ec66cc10bb1704c6c034724e2d2aa38873a2987a4fe5d22

Aliases

arxiv: 2606.06779 · arxiv_version: 2606.06779v1 · doi: 10.48550/arxiv.2606.06779 · pith_short_12: I5RU6MIQC3Y4 · pith_short_16: I5RU6MIQC3Y4KTWG · pith_short_8: I5RU6MIQ

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/I5RU6MIQC3Y4KTWGNTAQXMLQJR \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 47634f311016f1c54ec66cc10bb1704c6c034724e2d2aa38873a2987a4fe5d22

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c2c29e91640bad9749262d5ac96cec5a493476488da62175596d860a71e12ff2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2026-06-04T23:39:52Z",
    "title_canon_sha256": "96a7846ff055dcbc9ab6452c178f33e4009ea519a04ce1071966e57493da6ab4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.06779",
    "kind": "arxiv",
    "version": 1
  }
}