Pith. sign in
Pith Number

pith:2BOTEMOU

pith:2022:2BOTEMOUQLE6OYEMM3AMRL2BZV
not attested not anchored not stored refs pending

Non-Programmers Can Label Programs Indirectly via Active Examples: A Case Study with Text-to-SQL

Charlie Snell, Dan Klein, Jason Eisner, Ruiqi Zhong

arxiv:2205.12422 v3 · 2022-05-25 · cs.CL · cs.AI · cs.PL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{2BOTEMOUQLE6OYEMM3AMRL2BZV}

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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 2026-07-05T07:03:55.978858Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d05d3231d482c9e7608c66c0c8af41cd7e99225eb8c4bacc09dac289e0a3b4a8

Aliases

arxiv: 2205.12422 · arxiv_version: 2205.12422v3 · doi: 10.48550/arxiv.2205.12422 · pith_short_12: 2BOTEMOUQLE6 · pith_short_16: 2BOTEMOUQLE6OYEM · pith_short_8: 2BOTEMOU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2BOTEMOUQLE6OYEMM3AMRL2BZV \
  | 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: d05d3231d482c9e7608c66c0c8af41cd7e99225eb8c4bacc09dac289e0a3b4a8
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0f7aa1b5f9a1ec00e42071c41c2747572df110c68bd9f5aa38c77dbe19b7ddb1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.PL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-05-25T00:35:12Z",
    "title_canon_sha256": "42cf1138d6de03ff40c7f21264b0de8b90b29d5207bb4ba1c360375a5f94f873"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.12422",
    "kind": "arxiv",
    "version": 3
  }
}