Pith Number

pith:Y37WSMAY

pith:2025:Y37WSMAYDA3HQOIVDJ75DB7PVR

not attested not anchored not stored refs pending

Signal or Noise? Evaluating Large Language Models in Resume Screening Across Contextual Variations and Human Expert Benchmarks

Aryan Varshney, Venkat Ram Reddy Ganuthula

arxiv:2507.08019 v1 · 2025-07-08 · cs.CL · econ.GN · q-fin.EC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y37WSMAYDA3HQOIVDJ75DB7PVR}

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	2026-07-05T11:35:15.745042Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c6ff69301818367839151a7fd187efac5f9bc111ebfd73217fe829c9dedc5220

Aliases

arxiv: 2507.08019 · arxiv_version: 2507.08019v1 · doi: 10.48550/arxiv.2507.08019 · pith_short_12: Y37WSMAYDA3H · pith_short_16: Y37WSMAYDA3HQOIV · pith_short_8: Y37WSMAY

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/Y37WSMAYDA3HQOIVDJ75DB7PVR \
  | 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: c6ff69301818367839151a7fd187efac5f9bc111ebfd73217fe829c9dedc5220

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "86e95f6613291d68a501feb1b4b71476a54c18c0478b47a9a23858be5413bb87",
    "cross_cats_sorted": [
      "econ.GN",
      "q-fin.EC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-08T01:34:21Z",
    "title_canon_sha256": "efdc7f16e3a38f714e59b7793bd9b10e067ceecd8e37a8e8346fff615a3a45d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.08019",
    "kind": "arxiv",
    "version": 1
  }
}