Pith Number

pith:LMDSJS7Q

pith:2023:LMDSJS7QPVXHJ32MU56KNVDBQI

not attested not anchored not stored refs pending

Teaching Language Models to Self-Improve through Interactive Demonstrations

Baolin Peng, Jianfeng Gao, Michel Galley, Xiao Yu, Zhou Yu

arxiv:2310.13522 v2 · 2023-10-20 · 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{LMDSJS7QPVXHJ32MU56KNVDBQI}

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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

Temporal Self-Rewarding Language Models: Decoupling Chosen-Rejected via Past-Future

Receipt and verification

First computed	2026-07-05T08:02:47.009060Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b0724cbf07d6e74ef4ca77ca6d46182329edee0b7248e361ee55f16cc9daec0

Aliases

arxiv: 2310.13522 · arxiv_version: 2310.13522v2 · doi: 10.48550/arxiv.2310.13522 · pith_short_12: LMDSJS7QPVXH · pith_short_16: LMDSJS7QPVXHJ32M · pith_short_8: LMDSJS7Q

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/LMDSJS7QPVXHJ32MU56KNVDBQI \
  | 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: 5b0724cbf07d6e74ef4ca77ca6d46182329edee0b7248e361ee55f16cc9daec0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6c611d1926a9550eceb89c7fd4ee34186f3fc493bdeb12c94bad0a1f202fc8df",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-20T14:11:04Z",
    "title_canon_sha256": "0db60439153d4a9312e95ea7a1a9ce81a58be3183ab1f543386cc99a134c40a7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.13522",
    "kind": "arxiv",
    "version": 2
  }
}