Pith Number

pith:V3GFFW5V

pith:2024:V3GFFW5VATG2N6OJRHWWYDZVIP

not attested not anchored not stored refs pending

Think&Cite: Improving Attributed Text Generation with Self-Guided Tree Search and Progress Reward Modeling

Hwee Tou Ng, Junyi Li

arxiv:2412.14860 v2 · 2024-12-19 · 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{V3GFFW5VATG2N6OJRHWWYDZVIP}

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	2026-07-05T11:24:52.306214Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aecc52dbb504cda6f9c989ed6c0f3543fd61c79255fbf441b3b605214ae9e425

Aliases

arxiv: 2412.14860 · arxiv_version: 2412.14860v2 · doi: 10.48550/arxiv.2412.14860 · pith_short_12: V3GFFW5VATG2 · pith_short_16: V3GFFW5VATG2N6OJ · pith_short_8: V3GFFW5V

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/V3GFFW5VATG2N6OJRHWWYDZVIP \
  | 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: aecc52dbb504cda6f9c989ed6c0f3543fd61c79255fbf441b3b605214ae9e425

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "95b990942f692a4d3b74fdacf729826c3444400ade74e5403f7c46e21e4b6aa0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-19T13:55:48Z",
    "title_canon_sha256": "88f0fb02fc27ead63f82754aeefb7137eab22b7a961620ec88895629abd6b98a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.14860",
    "kind": "arxiv",
    "version": 2
  }
}