Pith Number

pith:TUZY6BAY

pith:2024:TUZY6BAYXJXJLW2DJXCGNNWDQB

not attested not anchored not stored refs pending

Beyond Human-Like Processing: Large Language Models Perform Equivalently on Forward and Backward Scientific Text

Bradley C. Love, Michael Ramscar, Xiaoliang Luo

arxiv:2411.11061 v1 · 2024-11-17 · cs.CL · q-bio.NC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TUZY6BAYXJXJLW2DJXCGNNWDQB}

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	2026-07-05T09:36:28.162716Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d338f0418ba6e95db434dc466b6c380576ca126152ca6886b1cc3629b9fa0e1

Aliases

arxiv: 2411.11061 · arxiv_version: 2411.11061v1 · doi: 10.48550/arxiv.2411.11061 · pith_short_12: TUZY6BAYXJXJ · pith_short_16: TUZY6BAYXJXJLW2D · pith_short_8: TUZY6BAY

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/TUZY6BAYXJXJLW2DJXCGNNWDQB \
  | 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: 9d338f0418ba6e95db434dc466b6c380576ca126152ca6886b1cc3629b9fa0e1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7c730ff5b75bd3d3cf0e13c472075d4b67b57dc4078f9af20c2488b52fe4b4ac",
    "cross_cats_sorted": [
      "q-bio.NC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-17T12:48:24Z",
    "title_canon_sha256": "6d28881088978a5b0fab4668ae28f4d960cdd14ed0dd7d8a51e5ac7c5f037883"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.11061",
    "kind": "arxiv",
    "version": 1
  }
}