Pith Number

pith:JBWOTYUU

pith:2026:JBWOTYUUXDSFGSYMKNQOED4P2G

not attested not anchored not stored refs pending

Context Over Compute Human-in-the-Loop Outperforms Iterative Chain-of-Thought Prompting in Interview Answer Quality

Jing Chen, Kewen Zhu, Yanjing Li, Zixi Liu

arxiv:2603.09995 v2 · 2026-02-15 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JBWOTYUUXDSFGSYMKNQOED4P2G}

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	2026-06-09T01:05:15.771625Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

486ce9e294b8e4534b0c5360e20f8fd188a2eb051d6420ee35f4c8e801aa4866

Aliases

arxiv: 2603.09995 · arxiv_version: 2603.09995v2 · doi: 10.48550/arxiv.2603.09995 · pith_short_12: JBWOTYUUXDSF · pith_short_16: JBWOTYUUXDSFGSYM · pith_short_8: JBWOTYUU

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/JBWOTYUUXDSFGSYMKNQOED4P2G \
  | 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: 486ce9e294b8e4534b0c5360e20f8fd188a2eb051d6420ee35f4c8e801aa4866

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e03a792675c9a00f5ccf6024e1bbc559a83f379ea58340bc22f5ba197938c0e3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-02-15T05:25:54Z",
    "title_canon_sha256": "203d66f217de9d5b289c2bd819d3bb321d31bbb67f3eb884cbed8bc1a2a17d3c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.09995",
    "kind": "arxiv",
    "version": 2
  }
}