Pith Number

pith:RFMRPZOH

pith:2017:RFMRPZOHK2MBXPTVCLYJT4L4AI

not attested not anchored not stored refs pending

Generating High-Quality and Informative Conversation Responses with Sequence-to-Sequence Models

Anna Goldie, Brian Strope, Denny Britz, Louis Shao, Ray Kurzweil, Stephan Gouws

arxiv:1701.03185 v2 · 2017-01-11 · cs.CL

Open paper page JSON Open Graph Bundle Merged state What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RFMRPZOHK2MBXPTVCLYJT4L4AI}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

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	2026-05-18T00:39:12.788279Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

895917e5c756981bbe7512f099f17c020b22dc3cdd414c8346d61f8c35749c7d

Aliases

arxiv: 1701.03185 · arxiv_version: 1701.03185v2 · doi: 10.48550/arxiv.1701.03185 · pith_short_12: RFMRPZOHK2MB · pith_short_16: RFMRPZOHK2MBXPTV · pith_short_8: RFMRPZOH

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/RFMRPZOHK2MBXPTVCLYJT4L4AI \
  | 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: 895917e5c756981bbe7512f099f17c020b22dc3cdd414c8346d61f8c35749c7d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e6e6e484832412a7aeb36cbe617c270f0ea365b42b2210f6321cb4601f1cf612",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2017-01-11T22:55:04Z",
    "title_canon_sha256": "f484283340ed2ca9c92d1f1f35799a95d349b9eded38a0f66fd947ef299b05a1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1701.03185",
    "kind": "arxiv",
    "version": 2
  }
}