Pith Number

pith:ABRBKRFI

pith:2023:ABRBKRFIVAJ2TVESXF2ZOKOP3H

not attested not anchored not stored refs pending

Interpreting and Countering Collusion in Deep-Learning Pricing Algorithms

Soumen Banerjee

arxiv:2303.02576 v3 · 2023-03-05 · econ.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ABRBKRFIVAJ2TVESXF2ZOKOP3H}

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	2026-05-20T00:02:44.835789Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

00621544a8a813a9d492b9759729cfd9d69e47abebe8ac01213e177d40c4a830

Aliases

arxiv: 2303.02576 · arxiv_version: 2303.02576v3 · doi: 10.48550/arxiv.2303.02576 · pith_short_12: ABRBKRFIVAJ2 · pith_short_16: ABRBKRFIVAJ2TVES · pith_short_8: ABRBKRFI

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/ABRBKRFIVAJ2TVESXF2ZOKOP3H \
  | 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: 00621544a8a813a9d492b9759729cfd9d69e47abebe8ac01213e177d40c4a830

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4b030e16375367a7099f1705e934afd30a64b42360f3fe6491edab517f819b2b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "econ.TH",
    "submitted_at": "2023-03-05T04:11:28Z",
    "title_canon_sha256": "ea41a548693e6affc56352f9cb222393e3f330bf02b26cfada1fddecf5345ef0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.02576",
    "kind": "arxiv",
    "version": 3
  }
}