Pith Number

pith:DIBO4PZG

pith:2026:DIBO4PZGI24GJST62AQDQ6GNII

not attested not anchored not stored refs pending

When Shippers Become Algorithms: Candidate Exposure, Information Design, and the Concentration of LLM-Mediated Freight Markets

Katsuhiro Nishinari, Naoto Imura, Takahiro Ezaki

arxiv:2607.19967 v1 · 2026-07-22 · physics.soc-ph · cs.AI · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DIBO4PZGI24GJST62AQDQ6GNII}

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	2026-07-23T01:24:52.587105Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1a02ee3f2646b864ca7ed0203878cd4217e409c6327369bce85b2772692db6f4

Aliases

arxiv: 2607.19967 · arxiv_version: 2607.19967v1 · doi: 10.48550/arxiv.2607.19967 · pith_short_12: DIBO4PZGI24G · pith_short_16: DIBO4PZGI24GJST6 · pith_short_8: DIBO4PZG

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/DIBO4PZGI24GJST62AQDQ6GNII \
  | 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: 1a02ee3f2646b864ca7ed0203878cd4217e409c6327369bce85b2772692db6f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f970bd22b30ebd80a7b86cd58cb484aea5682419eb0708d8de93e42af2c414d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.soc-ph",
    "submitted_at": "2026-07-22T09:51:56Z",
    "title_canon_sha256": "f0045b7d03982f10a7282d6d94635485444bb1d026f3a1ab737c140dc0fe5f37"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.19967",
    "kind": "arxiv",
    "version": 1
  }
}