Pith Number

pith:HE4FU52Z

pith:2024:HE4FU52ZRBCVKL7LRFOELXOG5I

not attested not anchored not stored refs pending

RoT: Enhancing Large Language Models with Reflection on Search Trees

Kewei Tu, Wenyang Hui

arxiv:2404.05449 v3 · 2024-04-08 · 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{HE4FU52ZRBCVKL7LRFOELXOG5I}

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

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation

Receipt and verification

First computed	2026-07-05T08:45:27.220107Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

39385a77598845552feb895c45ddc6ea151a1e07dbf640679659f602c0d3ad0b

Aliases

arxiv: 2404.05449 · arxiv_version: 2404.05449v3 · doi: 10.48550/arxiv.2404.05449 · pith_short_12: HE4FU52ZRBCV · pith_short_16: HE4FU52ZRBCVKL7L · pith_short_8: HE4FU52Z

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/HE4FU52ZRBCVKL7LRFOELXOG5I \
  | 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: 39385a77598845552feb895c45ddc6ea151a1e07dbf640679659f602c0d3ad0b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a93e25cb5473999081006b8d1a9a7f43102b44d811eca750edb6f1608a18a39",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-08T12:31:23Z",
    "title_canon_sha256": "d9ce20655d9fc6d29763aa2c160c6663c3298f2921c750a205d73e6eb01d4cdb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.05449",
    "kind": "arxiv",
    "version": 3
  }
}