Pith Number

pith:ERWUVL4G

pith:2021:ERWUVL4G4Y45RROYKGXMW74XP4

not attested not anchored not stored refs pending

Low-Resource Adaptation of Open-Domain Generative Chatbots

Bj\"orn Hoffmeister, Greyson Gerhard-Young, Raviteja Anantha, Srinivas Chappidi

arxiv:2108.06329 v2 · 2021-08-13 · 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{ERWUVL4G4Y45RROYKGXMW74XP4}

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	2026-07-05T04:12:35.604404Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

246d4aaf86e639d8c5d851aecb7f977f3beee693f66e45f2921fcd15644be580

Aliases

arxiv: 2108.06329 · arxiv_version: 2108.06329v2 · doi: 10.48550/arxiv.2108.06329 · pith_short_12: ERWUVL4G4Y45 · pith_short_16: ERWUVL4G4Y45RROY · pith_short_8: ERWUVL4G

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/ERWUVL4G4Y45RROYKGXMW74XP4 \
  | 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: 246d4aaf86e639d8c5d851aecb7f977f3beee693f66e45f2921fcd15644be580

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0b867429e8c90bfc3a02140e92a8c863069f08f9395c1c22310da555e8f51171",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-08-13T17:40:30Z",
    "title_canon_sha256": "b46d8fae5a90cc1f75b49c3027081f76995de72c846b94cbe33b8933b7f184ed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.06329",
    "kind": "arxiv",
    "version": 2
  }
}