Pith Number

pith:ZMJZJWXY

pith:2019:ZMJZJWXYEL2DNJ5DFCVPQRI6K3

not attested not anchored not stored refs pending

Capacity, Bandwidth, and Compositionality in Emergent Language Learning

Abhinav Gupta, Andrew M. Dai, Cinjon Resnick, Jakob Foerster, Kyunghyun Cho

arxiv:1910.11424 v3 · 2019-10-24 · cs.CL · cs.AI · cs.LG · cs.MA · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZMJZJWXYEL2DNJ5DFCVPQRI6K3}

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

Integrating LLMs with ITS: Recent Advances, Potentials, Challenges, and Future Directions

Receipt and verification

First computed	2026-07-05T00:55:19.005817Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cb1394daf822f436a7a328aaf8451e56fbdce2b79574fabfb73290e3cf0f1e47

Aliases

arxiv: 1910.11424 · arxiv_version: 1910.11424v3 · doi: 10.48550/arxiv.1910.11424 · pith_short_12: ZMJZJWXYEL2D · pith_short_16: ZMJZJWXYEL2DNJ5D · pith_short_8: ZMJZJWXY

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/ZMJZJWXYEL2DNJ5DFCVPQRI6K3 \
  | 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: cb1394daf822f436a7a328aaf8451e56fbdce2b79574fabfb73290e3cf0f1e47

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "61f2c7444f92ac3d06e7d32a326137af625e2ed4c5bd84ad7009c551e690571f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.MA",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-10-24T21:06:38Z",
    "title_canon_sha256": "efbb9dd0ccea2dc12e2b76a6ab0f0e455e4759642c5bc84ff5de8e3cf397bdc4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.11424",
    "kind": "arxiv",
    "version": 3
  }
}