Pith Number

pith:WSOFASEG

pith:2026:WSOFASEGDQIDHSVRNR5D6LCHPG

not attested not anchored not stored refs pending

Adaptive Ad Load Design for Sponsored Search Markets: Evidence, Theory, and Deployment

Hema Yoganarasimhan, Mohammad Rashid

arxiv:2607.14418 v1 · 2026-07-15 · cs.LG · 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{WSOFASEGDQIDHSVRNR5D6LCHPG}

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	2026-07-17T00:21:11.521470Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b49c5048861c1033cab16c7a3f2c47798be49d074cbe845f0454d326eecd0e85

Aliases

arxiv: 2607.14418 · arxiv_version: 2607.14418v1 · doi: 10.48550/arxiv.2607.14418 · pith_short_12: WSOFASEGDQID · pith_short_16: WSOFASEGDQIDHSVR · pith_short_8: WSOFASEG

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/WSOFASEGDQIDHSVRNR5D6LCHPG \
  | 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: b49c5048861c1033cab16c7a3f2c47798be49d074cbe845f0454d326eecd0e85

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5b45f4f23c4d66727dee913e4e4978846616126b98620d7d459ef34d94648352",
    "cross_cats_sorted": [
      "econ.GN",
      "q-fin.EC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-15T23:12:26Z",
    "title_canon_sha256": "43d308784471d8fb96f9aed80c019bfc998bdc618b36cbeffd1a19694f5cf2de"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.14418",
    "kind": "arxiv",
    "version": 1
  }
}