Pith Number

pith:KDZ5DXN7

pith:2022:KDZ5DXN7KFWWAG4A5V3LWZC46D

not attested not anchored not stored refs pending

Reflect, Not Reflex: Inference-Based Common Ground Improves Dialogue Response Quality

Bill Yuchen Lin, Dong-Ho Lee, Hyundong Cho, Jay Pujara, Pegah Jandaghi, Pei Zhou, Xiang Ren

arxiv:2211.09267 v1 · 2022-11-16 · 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{KDZ5DXN7KFWWAG4A5V3LWZC46D}

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	2026-07-05T05:16:54.093098Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

50f3d1ddbf516d601b80ed76bb645cf0f5d2b747305ca5ce60e5e279711fd10c

Aliases

arxiv: 2211.09267 · arxiv_version: 2211.09267v1 · doi: 10.48550/arxiv.2211.09267 · pith_short_12: KDZ5DXN7KFWW · pith_short_16: KDZ5DXN7KFWWAG4A · pith_short_8: KDZ5DXN7

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/KDZ5DXN7KFWWAG4A5V3LWZC46D \
  | 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: 50f3d1ddbf516d601b80ed76bb645cf0f5d2b747305ca5ce60e5e279711fd10c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e6e7b503c1173742735b810d220de1b23db257a4154306cbd9590374c02de1f9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-11-16T23:50:22Z",
    "title_canon_sha256": "6f5d95573347e431bad3fd413c483dd933ad1225dc9813e1e20413cd85ae6106"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.09267",
    "kind": "arxiv",
    "version": 1
  }
}