Pith Number

pith:JXEUCXGS

pith:2025:JXEUCXGSRC7UDXIFE7OKK7ZO2U

not attested not anchored not stored refs pending

Causal Inference on Outcomes Learned from Text

Amar Venugopal, Iman Modarressi, Jann Spiess

arxiv:2503.00725 v1 · 2025-03-02 · econ.EM · cs.CL · cs.LG · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JXEUCXGSRC7UDXIFE7OKK7ZO2U}

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

Conditional Hypothesis Generation for LLM-Based Text Analysis with Researcher-Specified Covariates

Making Interpretable Discoveries from Unstructured Data: A High-Dimensional Multiple Hypothesis Testing Approach

Receipt and verification

First computed	2026-07-05T10:22:28.181225Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4dc9415cd288bf41dd0527dca57f2ed5362ce0c7cba491fd3c2e59d096ba0769

Aliases

arxiv: 2503.00725 · arxiv_version: 2503.00725v1 · doi: 10.48550/arxiv.2503.00725 · pith_short_12: JXEUCXGSRC7U · pith_short_16: JXEUCXGSRC7UDXIF · pith_short_8: JXEUCXGS

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/JXEUCXGSRC7UDXIFE7OKK7ZO2U \
  | 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: 4dc9415cd288bf41dd0527dca57f2ed5362ce0c7cba491fd3c2e59d096ba0769

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "74cd29a5adffd4d8bf6bc3afdb33dc25fde5efd06a4d67c37f8f7349410f91f4",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "econ.EM",
    "submitted_at": "2025-03-02T04:36:27Z",
    "title_canon_sha256": "aae79bbe9029f24d8fbb6eff523a68ecca3594a5b2a17e3aad694ad4e275a8da"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.00725",
    "kind": "arxiv",
    "version": 1
  }
}