Pith Number

pith:GMIXZXOP

pith:2024:GMIXZXOPTRJHWQJHH7EBXL5YDR

not attested not anchored not stored refs pending

Beyond Generation: Unlocking Universal Editing via Self-Supervised Fine-Tuning

Harold Haodong Chen, Harry Yang, Ser-Nam Lim

arxiv:2412.02114 v2 · 2024-12-03 · cs.CV · 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{GMIXZXOPTRJHWQJHH7EBXL5YDR}

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.

Cited by

1 paper in Pith

From Black Box to Transparency: Enhancing Automated Interpreting Assessment with Explainable AI in College Classrooms

Receipt and verification

First computed	2026-07-05T10:33:40.587736Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33117cddcf9c527b41273fc81bafb81c677231bf779cf7e4d0bafb020cc4d582

Aliases

arxiv: 2412.02114 · arxiv_version: 2412.02114v2 · doi: 10.48550/arxiv.2412.02114 · pith_short_12: GMIXZXOPTRJH · pith_short_16: GMIXZXOPTRJHWQJH · pith_short_8: GMIXZXOP

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/GMIXZXOPTRJHWQJHH7EBXL5YDR \
  | 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: 33117cddcf9c527b41273fc81bafb81c677231bf779cf7e4d0bafb020cc4d582

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "61ccab67019e108466b96480ad5a7fb45dbda8651ab541b87423d5c20a4ad088",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-03T03:10:19Z",
    "title_canon_sha256": "bfdf9a6490ef524018be2deac009a71d43d54dc7c75c9e4c9296aaa5125fbfad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.02114",
    "kind": "arxiv",
    "version": 2
  }
}