Pith. sign in
Pith Number

pith:DMDYFWUI

pith:2019:DMDYFWUIYIWCENDR3YGL54DJDM
not attested not anchored not stored refs pending

RTFM: Generalising to Novel Environment Dynamics via Reading

Edward Grefenstette, Tim Rockt\"aschel, Victor Zhong

arxiv:1910.08210 v6 · 2019-10-18 · cs.CL · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{DMDYFWUIYIWCENDR3YGL54DJDM}

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.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-07-05T02:11:20.150198Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1b0782da88c22c223471de0cbef0691b13783db573a56f0883e4313087028ad3

Aliases

arxiv: 1910.08210 · arxiv_version: 1910.08210v6 · doi: 10.48550/arxiv.1910.08210 · pith_short_12: DMDYFWUIYIWC · pith_short_16: DMDYFWUIYIWCENDR · pith_short_8: DMDYFWUI
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DMDYFWUIYIWCENDR3YGL54DJDM \
  | 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: 1b0782da88c22c223471de0cbef0691b13783db573a56f0883e4313087028ad3
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8b3f3632d943d93ab7b256f4041ea3345f278856036d10452c011e58a5791d3a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-10-18T00:49:15Z",
    "title_canon_sha256": "a1275882bece149fb2276a83d42cdcc3cbc4588ab8d668c915b4419fe22eaa8d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.08210",
    "kind": "arxiv",
    "version": 6
  }
}