Pith Number

pith:FXCMLP33

pith:2018:FXCMLP33BYJUKJUK7MZUGOM7EF

not attested not anchored not stored refs pending

Systematic Generalization: What Is Required and Can It Be Learned?

Aaron Courville, Dzmitry Bahdanau, Harm de Vries, Michael Noukhovitch, Shikhar Murty, Thien Huu Nguyen

arxiv:1811.12889 v3 · 2018-11-30 · cs.CL · cs.AI

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

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

4 papers in Pith

DecompSR: A dataset for decomposed analyses of compositional multihop spatial reasoning

ViperGPT: Visual Inference via Python Execution for Reasoning

Learning to Theorize the World from Observation

Generalization in LLM Problem Solving: The Case of the Shortest Path

Receipt and verification

First computed	2026-05-17T23:48:06.356839Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2dc4c5bf7b0e1345268afb3343399f2160c624cf0e6134ec5903f00e1e86a28a

Aliases

arxiv: 1811.12889 · arxiv_version: 1811.12889v3 · doi: 10.48550/arxiv.1811.12889 · pith_short_12: FXCMLP33BYJU · pith_short_16: FXCMLP33BYJUKJUK · pith_short_8: FXCMLP33

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/FXCMLP33BYJUKJUK7MZUGOM7EF \
  | 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: 2dc4c5bf7b0e1345268afb3343399f2160c624cf0e6134ec5903f00e1e86a28a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a1a39481fd1acc04d53304abe53fab484d04f3fef6d800ee52e8552b6cd5c09f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2018-11-30T17:01:28Z",
    "title_canon_sha256": "1644e0e042ddeeb3cd8aaeb446352dd957f25c625764db6c39c780fdcba5163d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.12889",
    "kind": "arxiv",
    "version": 3
  }
}