Pith Number

pith:HZXEHN46

pith:2025:HZXEHN4657L3MQW4RIMABYKV2B

not attested not anchored not stored refs pending

Learning to Represent Individual Differences for Choice Decision Making

Alexandre Filipowicz, Charlene Wu, Francine Chen, Kent Lyons, Matthew Lee, Rumen Iliev, Shabnam Hakimi, Yanxia Zhang, Yan-Ying Chen, Yue Weng

arxiv:2503.21704 v1 · 2025-03-27 · cs.LG · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HZXEHN4657L3MQW4RIMABYKV2B}

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	2026-07-05T10:40:29.248675Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e6e43b79eefd7b642dc8a1800e155d043686f877549cf6e50cd6c0a7e47ecf8

Aliases

arxiv: 2503.21704 · arxiv_version: 2503.21704v1 · doi: 10.48550/arxiv.2503.21704 · pith_short_12: HZXEHN4657L3 · pith_short_16: HZXEHN4657L3MQW4 · pith_short_8: HZXEHN46

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/HZXEHN4657L3MQW4RIMABYKV2B \
  | 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: 3e6e43b79eefd7b642dc8a1800e155d043686f877549cf6e50cd6c0a7e47ecf8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c7047b3b06c9a07b143490aeb472058376a6d243ac23cfeb3dfb8f3ad4691c94",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-27T17:10:05Z",
    "title_canon_sha256": "54ae86a7c650bf9f905704c8f8255b957ae34b98c880cc311c94ce91948398ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.21704",
    "kind": "arxiv",
    "version": 1
  }
}