Pith. sign in
Pith Number

pith:LTP4QXSO

pith:2023:LTP4QXSOEOR6M6WMTGDNRNMXWQ
not attested not anchored not stored refs pending

Crystal: Introspective Reasoners Reinforced with Self-Feedback

Asli Celikyilmaz, Hannaneh Hajishirzi, Jiacheng Liu, Ramakanth Pasunuru, Yejin Choi

arxiv:2310.04921 v2 · 2023-10-07 · cs.AI · cs.CL · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{LTP4QXSOEOR6M6WMTGDNRNMXWQ}

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 2026-07-05T07:02:05.867377Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

5cdfc85e4e23a3e67acc9986d8b597b40870e65ddce1951a296952a953b2468b

Aliases

arxiv: 2310.04921 · arxiv_version: 2310.04921v2 · doi: 10.48550/arxiv.2310.04921 · pith_short_12: LTP4QXSOEOR6 · pith_short_16: LTP4QXSOEOR6M6WM · pith_short_8: LTP4QXSO
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/LTP4QXSOEOR6M6WMTGDNRNMXWQ \
  | 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: 5cdfc85e4e23a3e67acc9986d8b597b40870e65ddce1951a296952a953b2468b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "3a30b6b3c0936ae00210fed3fa6f6ba6cf0e8c7371eb6efcf56366569715e405",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-10-07T21:23:58Z",
    "title_canon_sha256": "89067f571aebb4d6c94753f3dc2c9edd916be6f1f76667ff86be2fe183cdd0fb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.04921",
    "kind": "arxiv",
    "version": 2
  }
}