Pith Number

pith:DKTY3RAW

pith:2020:DKTY3RAWZD5S3DZ5TR5IIRB6K3

not attested not anchored not stored refs pending

Reducing conversational agents' overconfidence through linguistic calibration

Arthur Szlam, Emily Dinan, Sabrina J. Mielke, Y-Lan Boureau

arxiv:2012.14983 v2 · 2020-12-30 · cs.CL · cs.AI · 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{DKTY3RAWZD5S3DZ5TR5IIRB6K3}

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

Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation

Language Models (Mostly) Know What They Know

Receipt and verification

First computed	2026-07-05T04:34:44.649597Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1aa78dc416c8fb2d8f3d9c7a84443e56de6a96b9e942b664ae996139f259072d

Aliases

arxiv: 2012.14983 · arxiv_version: 2012.14983v2 · doi: 10.48550/arxiv.2012.14983 · pith_short_12: DKTY3RAWZD5S · pith_short_16: DKTY3RAWZD5S3DZ5 · pith_short_8: DKTY3RAW

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/DKTY3RAWZD5S3DZ5TR5IIRB6K3 \
  | 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: 1aa78dc416c8fb2d8f3d9c7a84443e56de6a96b9e942b664ae996139f259072d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dcb10d40f8e4b4690f465af1919aee305bd598b78c4a9d2518b99dadb5814639",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-12-30T00:12:36Z",
    "title_canon_sha256": "ff5e109306c0fa7afefa55708ed6d5ce6b42dab8409d38beb892d998c33370d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.14983",
    "kind": "arxiv",
    "version": 2
  }
}