Pith Number

pith:56CQKGNV

pith:2025:56CQKGNV4RF55W7OYXKQWWNE4G

not attested not anchored not stored refs pending

DEER: Disentangled Mixture of Experts with Instance-Adaptive Routing for Generalizable Machine-Generated Text Detection

Chao Shen, Chengzhengxu Li, Cong Wang, Guoxin Ma, Hongyang Chen, Shengchao Liu, Xiaoming Liu, Yu Lan, Zhaohan Zhang

arxiv:2511.01192 v2 · 2025-11-03 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{56CQKGNV4RF55W7OYXKQWWNE4G}

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	2026-06-04T01:08:35.539668Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ef850519b5e44bdedbeec5d50b59a4e199dd8d046036f57b701de98ba344965d

Aliases

arxiv: 2511.01192 · arxiv_version: 2511.01192v2 · doi: 10.48550/arxiv.2511.01192 · pith_short_12: 56CQKGNV4RF5 · pith_short_16: 56CQKGNV4RF55W7O · pith_short_8: 56CQKGNV

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/56CQKGNV4RF55W7OYXKQWWNE4G \
  | 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: ef850519b5e44bdedbeec5d50b59a4e199dd8d046036f57b701de98ba344965d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6aabb61f713df9450557bd022faa561e15e095628ed5881c945dffcb6a48f2fe",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-11-03T03:36:48Z",
    "title_canon_sha256": "f8fb12732a64bfdbfdf1d24401f8876a3551cdc400f7e2bcfa5fb090d3f2a3a8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2511.01192",
    "kind": "arxiv",
    "version": 2
  }
}