Pith Number

pith:HYRIG7V4

pith:2018:HYRIG7V4GLWSNLTADYWU3CDYL6

not attested not anchored not stored refs pending

Dual Control Memory Augmented Neural Networks for Treatment Recommendations

Hung Le, Svetha Venkatesh, Truyen Tran

arxiv:1802.03689 v1 · 2018-02-11 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HYRIG7V4GLWSNLTADYWU3CDYL6}

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	2026-05-18T00:23:50.758201Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e22837ebc32ed26ae601e2d4d88785fbe0790353f832166928dc129d02a71bd

Aliases

arxiv: 1802.03689 · arxiv_version: 1802.03689v1 · doi: 10.48550/arxiv.1802.03689 · pith_short_12: HYRIG7V4GLWS · pith_short_16: HYRIG7V4GLWSNLTA · pith_short_8: HYRIG7V4

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/HYRIG7V4GLWSNLTADYWU3CDYL6 \
  | 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: 3e22837ebc32ed26ae601e2d4d88785fbe0790353f832166928dc129d02a71bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d0a3efbabe2c45f71c81c855d24361a1223860318a8fa0c5680847a711d5455",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-02-11T03:50:41Z",
    "title_canon_sha256": "493103a66cce057a1a3da9f416971b24fe1f7c679a4f9097dd0fa28f7c27a6ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.03689",
    "kind": "arxiv",
    "version": 1
  }
}