Pith Number

pith:QFH7IZY5

pith:2024:QFH7IZY5VJMQ5STIJLA7H7NFGJ

not attested not anchored not stored refs pending

OmniPred: Language Models as Universal Regressors

Bangding Yang, Chansoo Lee, Daiyi Peng, Oscar Li, Sagi Perel, Xingyou Song, Yutian Chen

arxiv:2402.14547 v6 · 2024-02-22 · cs.LG · cs.AI · cs.CL · cs.DB

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QFH7IZY5VJMQ5STIJLA7H7NFGJ}

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

2 papers in Pith

Large language model for unified and accurate description of multidimensional nuclear properties

Distribution-Aware Reward: Reinforcement Learning over Predictive Distributions for LLM Regression

Receipt and verification

First computed	2026-07-05T10:07:39.499941Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

814ff4671daa590eca684ac1f3fda5327597bf96ad1cfa81c786a37f1a64d0e3

Aliases

arxiv: 2402.14547 · arxiv_version: 2402.14547v6 · doi: 10.48550/arxiv.2402.14547 · pith_short_12: QFH7IZY5VJMQ · pith_short_16: QFH7IZY5VJMQ5STI · pith_short_8: QFH7IZY5

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/QFH7IZY5VJMQ5STIJLA7H7NFGJ \
  | 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: 814ff4671daa590eca684ac1f3fda5327597bf96ad1cfa81c786a37f1a64d0e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d04e58f96a1d4f91c3274bab8c8caab9aeca2747409979817ae32fbf303653a4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.DB"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-22T13:36:53Z",
    "title_canon_sha256": "2515c1208f2325c5282ba7eaa63bcaaec90482535e475242bd7da585a70be5eb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.14547",
    "kind": "arxiv",
    "version": 6
  }
}