Pith Number

pith:GY4AIMV3

pith:2017:GY4AIMV3PW3CKVAUFDDD2PLMUH

not attested not anchored not stored refs pending

Characterizing the hyper-parameter space of LSTM language models for mixed context applications

Sekou L. Remy, Victor Akinwande

arxiv:1712.03199 v1 · 2017-12-08 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GY4AIMV3PW3CKVAUFDDD2PLMUH}

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	2026-05-18T00:28:28.072639Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36380432bb7db625541428c63d3d6ca1c6d6ab64609f7b7df5683b8ce95f1925

Aliases

arxiv: 1712.03199 · arxiv_version: 1712.03199v1 · doi: 10.48550/arxiv.1712.03199 · pith_short_12: GY4AIMV3PW3C · pith_short_16: GY4AIMV3PW3CKVAU · pith_short_8: GY4AIMV3

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/GY4AIMV3PW3CKVAUFDDD2PLMUH \
  | 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: 36380432bb7db625541428c63d3d6ca1c6d6ab64609f7b7df5683b8ce95f1925

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0c3f567988301a381baa90eea05ea1f0cd55f713fe717e80ad1350c725be7ba",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2017-12-08T17:52:32Z",
    "title_canon_sha256": "f6ce52988c8580ba82f3087649c3b75977da66c55b173e0333d71bdcc86948e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.03199",
    "kind": "arxiv",
    "version": 1
  }
}