Pith Number

pith:TCGECYLB

pith:2019:TCGECYLB3ZRNPSNCETNDTIJ3EH

not attested not anchored not stored refs pending

Shaping representations through communication: community size effect in artificial learning systems

Angeliki Lazaridou, Charles Blundell, Doina Precup, Olivier Tieleman, Shibl Mourad

arxiv:1912.06208 v1 · 2019-12-12 · cs.CL · cs.NE

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\usepackage{pith}
\pithnumber{TCGECYLB3ZRNPSNCETNDTIJ3EH}

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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.

Cited by

1 paper in Pith

Emergent Compositional Communication for Latent World Properties

Receipt and verification

First computed	2026-07-05T00:25:58.273320Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

988c416161de62d7c9a224da39a13b21cc530761c2da79f8e1d7b69669e6f9e3

Aliases

arxiv: 1912.06208 · arxiv_version: 1912.06208v1 · doi: 10.48550/arxiv.1912.06208 · pith_short_12: TCGECYLB3ZRN · pith_short_16: TCGECYLB3ZRNPSNC · pith_short_8: TCGECYLB

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/TCGECYLB3ZRNPSNCETNDTIJ3EH \
  | 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: 988c416161de62d7c9a224da39a13b21cc530761c2da79f8e1d7b69669e6f9e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c7a1b9ccf1ad0c39af130ebdcb6e49c81f5d650f4353138c1553e054a19d6892",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-12-12T20:56:59Z",
    "title_canon_sha256": "879dea49c0aa15ca5355c5508f6948f20ae2877a3293afdd19dc6986571a8031"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.06208",
    "kind": "arxiv",
    "version": 1
  }
}