Pith. sign in
Pith Number

pith:U2MNZ5MY

pith:2026:U2MNZ5MY2R4EB2XMAMSTXYHG3Z
not attested not anchored not stored refs pending

Decomposed Prompting Does Not Fix Knowledge Gaps, But Helps Models Say "I Don't Know"

Dan Roth, Dhruv Madhwal, Lyuxin David Zhang, Tomer Wolfson, Vivek Gupta

arxiv:2602.04853 v2 · 2026-02-04 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{U2MNZ5MY2R4EB2XMAMSTXYHG3Z}

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 2026-07-07T02:18:34.183544Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a698dcf598d47840eaec03253be0e6de6768dde596694939eb61c5e5f179b67e

Aliases

arxiv: 2602.04853 · arxiv_version: 2602.04853v2 · doi: 10.48550/arxiv.2602.04853 · pith_short_12: U2MNZ5MY2R4E · pith_short_16: U2MNZ5MY2R4EB2XM · pith_short_8: U2MNZ5MY
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/U2MNZ5MY2R4EB2XMAMSTXYHG3Z \
  | 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: a698dcf598d47840eaec03253be0e6de6768dde596694939eb61c5e5f179b67e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ae7a9f4aeea78b01a8253b0137a272b43d873d62392e6a373d9bee0ad5412475",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-02-04T18:39:58Z",
    "title_canon_sha256": "88c0da02e2580274a616d441b823362083bf184ef6fe1b8f61ed0e2aa0831092"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.04853",
    "kind": "arxiv",
    "version": 2
  }
}