Pith Number

pith:FESQ3MSV

pith:2025:FESQ3MSVYUEOTJPP4JEE52WUCK

not attested not anchored not stored refs pending

Knowledge-Instruct: Effective Continual Pre-training from Limited Data using Instructions

Eitam Sheetrit, Meni Brief, Oded Ovadia, Rachel Lemberg

arxiv:2504.05571 v1 · 2025-04-08 · cs.CL · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FESQ3MSVYUEOTJPP4JEE52WUCK}

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

3 papers in Pith

ContinuousBench: Can Differentially Private Synthetic Text Improve Capabilities?

EmbGen: Teaching with Reassembled Corpora

Multimodal Policy Internalization for Conversational Agents

Receipt and verification

First computed	2026-07-05T10:46:05.950590Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

29250db255c508e9a5efe2484eead4129e4153e6fc7b2a2337b795808715e08c

Aliases

arxiv: 2504.05571 · arxiv_version: 2504.05571v1 · doi: 10.48550/arxiv.2504.05571 · pith_short_12: FESQ3MSVYUEO · pith_short_16: FESQ3MSVYUEOTJPP · pith_short_8: FESQ3MSV

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/FESQ3MSVYUEOTJPP4JEE52WUCK \
  | 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: 29250db255c508e9a5efe2484eead4129e4153e6fc7b2a2337b795808715e08c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4a5ccbab7e649dd0180206c7cc7f9b7c2c1dabe67f3db479cd51d4a792241a94",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-08T00:00:36Z",
    "title_canon_sha256": "bd5071b038c919fa1a20cb6a3e3527b89388f9dba570013c05461307d2b7842d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.05571",
    "kind": "arxiv",
    "version": 1
  }
}