Pith. sign in
Pith Number

pith:LTJ2WYG2

pith:2019:LTJ2WYG2PQMEOTSWZSKGRGZ2MH
not attested not anchored not stored refs pending

Interactive Task and Concept Learning from Natural Language Instructions and GUI Demonstrations

Brad A. Myers, Justin Jia, Kirielle Singarajah, Marissa Radensky, Toby Jia-Jun Li, Tom M. Mitchell

arxiv:1909.00031 v2 · 2019-08-30 · cs.HC · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{LTJ2WYG2PQMEOTSWZSKGRGZ2MH}

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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 2026-07-05T01:18:15.787838Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

5cd3ab60da7c18474e56cc94689b3a61cf41ec2f13ad4208bee8e94e362be1a3

Aliases

arxiv: 1909.00031 · arxiv_version: 1909.00031v2 · doi: 10.48550/arxiv.1909.00031 · pith_short_12: LTJ2WYG2PQME · pith_short_16: LTJ2WYG2PQMEOTSW · pith_short_8: LTJ2WYG2
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/LTJ2WYG2PQMEOTSWZSKGRGZ2MH \
  | 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: 5cd3ab60da7c18474e56cc94689b3a61cf41ec2f13ad4208bee8e94e362be1a3
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "654eddde9569b035268b78d22aca41aa5ff3fd338b0dc9968c84f7fd8efb6e91",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2019-08-30T18:35:01Z",
    "title_canon_sha256": "48419cd79db3f6ec03e092518a6a6c8775d19d1879ada5efb45dc00f23fdde35"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.00031",
    "kind": "arxiv",
    "version": 2
  }
}