Pith Number

pith:J3LD4RA3

pith:2023:J3LD4RA3OIAI5L3CCADYIJBANR

not attested not anchored not stored refs pending

What Causes Polysemanticity? An Alternative Origin Story of Mixed Selectivity from Incidental Causes

Kushal Thaman, Naomi Bashkansky, Rylan Schaeffer, Sanmi Koyejo, Trevor Chow, Victor Lecomte

arxiv:2312.03096 v3 · 2023-12-05 · cs.LG · cs.AI · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{J3LD4RA3OIAI5L3CCADYIJBANR}

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.

Cited by

1 paper in Pith

Reward Hacking Benchmark: Measuring Exploits in LLM Agents with Tool Use

Receipt and verification

First computed	2026-07-05T07:44:22.020887Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4ed63e441b72008eaf6210078424206c4726290f4c92e6ab55704ad7f5b48824

Aliases

arxiv: 2312.03096 · arxiv_version: 2312.03096v3 · doi: 10.48550/arxiv.2312.03096 · pith_short_12: J3LD4RA3OIAI · pith_short_16: J3LD4RA3OIAI5L3C · pith_short_8: J3LD4RA3

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/J3LD4RA3OIAI5L3CCADYIJBANR \
  | 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: 4ed63e441b72008eaf6210078424206c4726290f4c92e6ab55704ad7f5b48824

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "107c0dcc390b002728e97570c86986e310c37bc9b363ac2b207a165242023388",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-05T19:29:54Z",
    "title_canon_sha256": "7c88c152f84faf1fc0de0ca2ab6768c226c691b883d19229ce52d5d374d8db2f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.03096",
    "kind": "arxiv",
    "version": 3
  }
}