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Pith Number record

pith:WYYBBBSP

pith:2019:WYYBBBSPNC764JDHFZJRTUEWGA
Protocol content-addressed Pith receipt schema 1.0
Author
not author-attested
Timestamp
not externally anchored
Storage
storage not verified
References
references not resolved

Forward and Backward Knowledge Transfer for Sentiment Classification

Bing Liu, Hao Wang, Nianzu Ma, Shuai Wang, Yan Yang

Source: arxiv:1906.03506 v1 · Submitted 2019-06-08 · License http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Categories: cs.AI · cs.CL · cs.LG

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 (b63010864f68bfee24672e53...) 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

Receipt

First computed 2026-05-17T23:43:48.267744Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05, fingerprint 8d4b5ee74e4693bc…) · public key
Signature value i+m+K3PV30SzqGmMS9gcsL+5P/rpdjcqCCfYU7zWlVPr50U/u9yEW3bUyisrrdL7qKem7e3o5Cz1wsUBznVkCQ==
Schema pith-number/v1.0

Canonical hash

b63010864f68bfee24672e5319d0963022e350c0522edf2abd060633c335122c

Aliases

Kind Value
arxiv 1906.03506
arxiv_version 1906.03506v1
doi 10.48550/arxiv.1906.03506

Agent API

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

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/WYYBBBSPNC764JDHFZJRTUEWGA \
  | 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: b63010864f68bfee24672e5319d0963022e350c0522edf2abd060633c335122c

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('i+m+K3PV30SzqGmMS9gcsL+5P/rpdjcqCCfYU7zWlVPr50U/u9yEW3bUyisrrdL7qKem7e3o5Cz1wsUBznVkCQ==')
digest = bytes.fromhex('b63010864f68bfee24672e5319d0963022e350c0522edf2abd060633c335122c')
pub.verify(sig, digest)
print('signature OK')"
Show canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "1af359013ebcaf16964bf24e582bc152fac54e50bab835d63e98cfbb37f38211",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2019-06-08T19:18:18Z",
    "title_canon_sha256": "96f254f3a536f2da680a061d009eada059a9a66c1b4ba0b879a133a96bbdddd9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.03506",
    "kind": "arxiv",
    "version": 1
  }
}