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Pith Number record

pith:H2ZSJUII

pith:2019:H2ZSJUIIDWIMTQSYOUUDGQ62AA
Protocol content-addressed Pith receipt schema 1.0
Author
not author-attested
Timestamp
not externally anchored
Storage
storage not verified
References
references not resolved

Benchmarking Natural Language Understanding Services for building Conversational Agents

Arash Eshghi, Pawel Swietojanski, Verena Rieser, Xingkun Liu

Source: arxiv:1903.05566 v3 · Submitted 2019-03-13 · License http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Categories: cs.CL · cs.LG

Open Pith paper page Download JSON What is a Pith Number?

Record completeness checklist

Each row is a typed event attached to this Pith Number. Done rows show their third-party proof. Open rows have an inline form so you can complete them without leaving this page.

1 Anchor canonical hash to Bitcoin via OpenTimestamps open
Stamps the canonical SHA-256 (3eb324d1081d90c9c2587528...) across three calendars. Confirms instantly. Calendars upgrade to a Bitcoin-block proof in a few hours.
Free. No account. Anyone can re-stamp; each stamp is an independent calendar receipt.
2 Mirror to Internet Archive (Wayback Machine) open
Submits the paper URL to the Internet Archive and records the resulting Wayback capture URL plus timestamp. Pith does not host the paper.
Free, anonymous, third-party preservation.
3 Claim authorship open
Identity-backed. The same flow as the paper page. Sign in with ORCID, Apple, X, or email magic-link; if your ORCID is on the arXiv author list the attestation is one-click and shows ORCID verified.
Returns you right back here after sign-in.
4 Sign a citation pointing at this record open
Records a signed citation. Pick a relationship (supports, refutes, extends, uses_method, depends_on, replaces, compares, cites). Pith signs the assertion server-side.
More options
Held for moderation. Sign in to confirm immediately.
5 Submit replication, falsification, or formal bridge open
Public record of a replication attempt, formal bridge (Lean / Coq), or falsification. Held for moderation. Not peer review; a typed annotation.
More options
Held for moderation before it appears as confirmed.

Claims

Inbound citations

2 papers in Pith reference this work. 1 of those cite a specific Pith anchor.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions
arXiv:2507.05257 · ref [24] · internal Pith anchor
Building Korean linguistic resource for NLU data generation of banking app CS dialog system
arXiv:2605.10241 · ref [4]

Receipt

First computed 2026-05-17T23:50:18.920047Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05, fingerprint 8d4b5ee74e4693bc…) · public key
Signature value aC0xlwg5iW3A591nSf6u3wFA3VN35EygIxhiHaFCmoEjRWvFgzsB685q9j+KewMe1M1NWW3Gp1MrZPozGh/MBA==
Schema pith-number/v1.0

Canonical hash

3eb324d1081d90c9c25875283343da000325dc9cc76557cd9639373aaa81379b

Aliases

Kind Value
arxiv 1903.05566
arxiv_version 1903.05566v3
doi 10.48550/arxiv.1903.05566

Agent API

Same address serves humans and agents. Add an Accept header to get the JSON-LD payload at the resolver URL itself.

Resolver JSON Graph JSON Events JSON Schema Signing key Resolve alias

Verify this Pith Number yourself

Three shell lines recompute the canonical hash. If the hash you compute matches the one shown above, the record is intact end-to-end.

curl -sH 'Accept: application/ld+json' https://pith.science/pith/H2ZSJUIIDWIMTQSYOUUDGQ62AA \
  | 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: 3eb324d1081d90c9c25875283343da000325dc9cc76557cd9639373aaa81379b

Verify the Pith Ed25519 signature against the published public key:

curl -s https://pith.science/pith-signing-key.json | jq -r .public_key_b64 \
  | base64 -d > /tmp/pith_pub.bin
python3 -c "
from cryptography.hazmat.primitives.asymmetric.ed25519 import Ed25519PublicKey
import base64
pub = Ed25519PublicKey.from_public_bytes(open('/tmp/pith_pub.bin','rb').read())
sig = base64.b64decode('aC0xlwg5iW3A591nSf6u3wFA3VN35EygIxhiHaFCmoEjRWvFgzsB685q9j+KewMe1M1NWW3Gp1MrZPozGh/MBA==')
digest = bytes.fromhex('3eb324d1081d90c9c25875283343da000325dc9cc76557cd9639373aaa81379b')
pub.verify(sig, digest)
print('signature OK')"
Show canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "ca648d09f975d5d153a6b55a4787c771e93738a695585eadbc4b0ac7c7c3af4e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-03-13T16:08:46Z",
    "title_canon_sha256": "56015c93783ae589d4f8c0211c04f9f3bb34be4114dc3c201a4d21dcc8c4bf77"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.05566",
    "kind": "arxiv",
    "version": 3
  }
}