Pith Number

pith:ZOI2D4OC

pith:2022:ZOI2D4OC2U5XGVYQZGD4EGKWVV

not attested not anchored not stored refs pending

Generalization Differences between End-to-End and Neuro-Symbolic Vision-Language Reasoning Systems

Jesse Thomason, Robin Jia, Wang Zhu

arxiv:2210.15037 v1 · 2022-10-26 · cs.CL · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZOI2D4OC2U5XGVYQZGD4EGKWVV}

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	2026-07-05T05:11:01.301131Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cb91a1f1c2d53b735710c987c21956ad74f2d981b03bb0a778697c25aad35194

Aliases

arxiv: 2210.15037 · arxiv_version: 2210.15037v1 · doi: 10.48550/arxiv.2210.15037 · pith_short_12: ZOI2D4OC2U5X · pith_short_16: ZOI2D4OC2U5XGVYQ · pith_short_8: ZOI2D4OC

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/ZOI2D4OC2U5XGVYQZGD4EGKWVV \
  | 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: cb91a1f1c2d53b735710c987c21956ad74f2d981b03bb0a778697c25aad35194

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "271980eec36b1b7d4fe46e69bbdff3d4078adc4886a0927c3a0f1045df061c5e",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-10-26T21:11:47Z",
    "title_canon_sha256": "a3620ffe81bf66d640354639069204afda3257c1a220f96d0da445dd551e71f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.15037",
    "kind": "arxiv",
    "version": 1
  }
}