Pith Number

pith:HIF7TB4R

pith:2024:HIF7TB4RKOZIOEA6C2KBWC2FLE

not attested not anchored not stored refs pending

MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs

Baturalp Buyukates, Chenyang Tao, Dimitrios Dimitriadis, Duygu Nur Yaldiz, Salman Avestimehr, Yavuz Faruk Bakman

arxiv:2402.11756 v3 · 2024-02-19 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HIF7TB4RKOZIOEA6C2KBWC2FLE}

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

Calibrating Model-Based Evaluation Metrics for Summarization

Receipt and verification

First computed	2026-07-05T10:13:26.251038Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a0bf9879153b287101e16941b0b45590e1b68f7b8643b84f4ef721dcccf66fc

Aliases

arxiv: 2402.11756 · arxiv_version: 2402.11756v3 · doi: 10.48550/arxiv.2402.11756 · pith_short_12: HIF7TB4RKOZI · pith_short_16: HIF7TB4RKOZIOEA6 · pith_short_8: HIF7TB4R

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/HIF7TB4RKOZIOEA6C2KBWC2FLE \
  | 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: 3a0bf9879153b287101e16941b0b45590e1b68f7b8643b84f4ef721dcccf66fc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a22918afca3a84f5d66006ec4a1616acfbc65e87cca1b22b90c2617b8e7e59c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-19T01:04:22Z",
    "title_canon_sha256": "9fc4f02a1c53a0b09188224ddfc1aa567913d68e99c7501afa52040e64e660b4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.11756",
    "kind": "arxiv",
    "version": 3
  }
}