Pith Number

pith:2TO4FBZ7

pith:2025:2TO4FBZ7OBDQX45STNLXQLGFLK

not attested not anchored not stored refs pending

CoCoA-Mix: Confusion-and-Confidence-Aware Mixture Model for Context Optimization

Dasol Hong, Hyun Myung, Wooju Lee

arxiv:2506.07484 v1 · 2025-06-09 · cs.CV · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2TO4FBZ7OBDQX45STNLXQLGFLK}

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	2026-07-05T11:18:28.050595Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d4ddc2873f70470bf3b29b57782cc55aa664d83d2f13688442eec5d66843914a

Aliases

arxiv: 2506.07484 · arxiv_version: 2506.07484v1 · doi: 10.48550/arxiv.2506.07484 · pith_short_12: 2TO4FBZ7OBDQ · pith_short_16: 2TO4FBZ7OBDQX45S · pith_short_8: 2TO4FBZ7

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/2TO4FBZ7OBDQX45STNLXQLGFLK \
  | 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: d4ddc2873f70470bf3b29b57782cc55aa664d83d2f13688442eec5d66843914a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a9b01cd59f5ca9326e61558dcaf289f8dc9bdf15b02134632e733063ac1ad86",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-09T07:04:47Z",
    "title_canon_sha256": "127b2411aedcc2aa07f861bf3e89b0cc40e31fe0289ee069905e84466608130e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.07484",
    "kind": "arxiv",
    "version": 1
  }
}