Pith Number

pith:TAW4NDNF

pith:2026:TAW4NDNFXV3GCARDTAMXWPKXBX

not attested not anchored not stored refs pending

Transforming Remanufacturing Automation with Large Language Models: A Forward-Looking Analysis with Case Studies

Chang Liu, Minghui Zheng, Prabhakar Pagilla, Sara Behdad, Xiao Liang

arxiv:2608.04854 v1 · 2026-08-05 · eess.SY · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TAW4NDNFXV3GCARDTAMXWPKXBX}

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	2026-08-06T01:47:24.350220Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

982dc68da5bd7661022398197b3d570de6724a20ff3646502dc91fa008a14569

Aliases

arxiv: 2608.04854 · arxiv_version: 2608.04854v1 · doi: 10.48550/arxiv.2608.04854 · pith_short_12: TAW4NDNFXV3G · pith_short_16: TAW4NDNFXV3GCARD · pith_short_8: TAW4NDNF

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/TAW4NDNFXV3GCARDTAMXWPKXBX \
  | 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: 982dc68da5bd7661022398197b3d570de6724a20ff3646502dc91fa008a14569

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a61356e5be6b1ee14cb8b7bb13eafca0bdbacfbbba3cbd92a22f8c6e423b58b",
    "cross_cats_sorted": [
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2026-08-05T13:47:59Z",
    "title_canon_sha256": "78cda13ed5fec60ba46dd59784299711c34ad36aedfd45b3cdc549c9c3398c6c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.04854",
    "kind": "arxiv",
    "version": 1
  }
}