Pith Number

pith:3KSHISTA

pith:2020:3KSHISTA5APUZ6R3RLZE4UJGC5

not attested not anchored not stored refs pending

Compositional Generalization in Semantic Parsing: Pre-training vs. Specialized Architectures

Daniel Furrer, Marc van Zee, Nathanael Sch\"arli, Nathan Scales

arxiv:2007.08970 v3 · 2020-07-17 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3KSHISTA5APUZ6R3RLZE4UJGC5}

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

2 papers in Pith

How Do Language Models Compose Functions?

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

Receipt and verification

First computed	2026-07-05T03:16:29.791737Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

daa4744a60e81f4cfa3b8af24e51261759e2fc17060d903143cf952ad242ccbe

Aliases

arxiv: 2007.08970 · arxiv_version: 2007.08970v3 · doi: 10.48550/arxiv.2007.08970 · pith_short_12: 3KSHISTA5APU · pith_short_16: 3KSHISTA5APUZ6R3 · pith_short_8: 3KSHISTA

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/3KSHISTA5APUZ6R3RLZE4UJGC5 \
  | 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: daa4744a60e81f4cfa3b8af24e51261759e2fc17060d903143cf952ad242ccbe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4e4ca794001eadaeded52cae9e7dbf0d3a167b01d4e009dcc633fc588cbc6649",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-07-17T13:34:49Z",
    "title_canon_sha256": "c9b49e3e39c20bcaf1d34ff3b1cab7ab58379f8e2b00729ac25cc056b40a9dcc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.08970",
    "kind": "arxiv",
    "version": 3
  }
}