Pith Number

pith:EAHKA6JE

pith:2025:EAHKA6JEFUCTPRFO62S3574NI6

not attested not anchored not stored refs pending

MAGNET: Augmenting Generative Decoders with Representation Learning and Infilling Capabilities

Aditi Tiwari, Handong Zhao, Jing Shi, John Collomosse, Kushal Kafle, Savya Khosla, Simon Jenni

arxiv:2501.08648 v2 · 2025-01-15 · cs.CL · 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{EAHKA6JEFUCTPRFO62S3574NI6}

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

FuDoBa: Fusing Document and Knowledge Graph-based Representations with Bayesian Optimisation

Receipt and verification

First computed	2026-07-05T10:14:08.069881Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

200ea079242d0537c4aef6a5beff8d478cada9f6fa81a93970c546b7b8c8153b

Aliases

arxiv: 2501.08648 · arxiv_version: 2501.08648v2 · doi: 10.48550/arxiv.2501.08648 · pith_short_12: EAHKA6JEFUCT · pith_short_16: EAHKA6JEFUCTPRFO · pith_short_8: EAHKA6JE

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/EAHKA6JEFUCTPRFO62S3574NI6 \
  | 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: 200ea079242d0537c4aef6a5beff8d478cada9f6fa81a93970c546b7b8c8153b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c84564d6b3ad7e6c3e1f93191ddab298b160cc7800a6753fdb872ab7166887fc",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-15T08:24:03Z",
    "title_canon_sha256": "9c9f4bd2b4b2a41952b541c18d7bc2fa0d6e9591bccb9fca0c02b7de3b27c988"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.08648",
    "kind": "arxiv",
    "version": 2
  }
}