Pith Number

pith:RCMNCOS5

pith:2026:RCMNCOS5JDEJ6E2532PRET7E76

not attested not anchored not stored refs pending

Predicting Causal Effects from Natural Language Queries using Structured Representations

Abelardo Carlos Martinez Lorenzo, Arianna Legovini, Giuliano Martinelli, Jasmin Baier, Linxi Wang, Piriyakorn Piriyatamwong, Riccardo Orlando, Samuel Fraiberger, Satvik Garg, Sharif Kazemi

arxiv:2605.29631 v1 · 2026-05-28 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RCMNCOS5JDEJ6E2532PRET7E76}

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.

Receipt and verification

First computed	2026-05-29T01:05:51.960011Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8898d13a5d48c89f135dde9f124fe4ffa314687a89b53b17c7e39d19c35a1b0e

Aliases

arxiv: 2605.29631 · arxiv_version: 2605.29631v1 · doi: 10.48550/arxiv.2605.29631 · pith_short_12: RCMNCOS5JDEJ · pith_short_16: RCMNCOS5JDEJ6E25 · pith_short_8: RCMNCOS5

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/RCMNCOS5JDEJ6E2532PRET7E76 \
  | 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: 8898d13a5d48c89f135dde9f124fe4ffa314687a89b53b17c7e39d19c35a1b0e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e16a657916b795ea22b5d3cf5e940283e390136f22f47ff1c97348c902dbda8d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-28T09:04:07Z",
    "title_canon_sha256": "afb07a1a3ea0f01f4b8a0932b84d05948e5b2a7d3ea9017f237fa53676784551"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.29631",
    "kind": "arxiv",
    "version": 1
  }
}