Pith Number

pith:2BC3SYA5

pith:2024:2BC3SYA5ETSKI4LSZ263DGYKCY

not attested not anchored not stored refs pending

Knowledge AI: Fine-tuning NLP Models for Facilitating Scientific Knowledge Extraction and Understanding

Balaji Muralidharan, Hayden Beadles, Kalyan Sashank Mupparaju, Reza Marzban

arxiv:2408.04651 v1 · 2024-08-04 · 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{2BC3SYA5ETSKI4LSZ263DGYKCY}

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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

A corrective agentic hybrid RAG and an operations-grounded evaluation for a scientific facility

Receipt and verification

First computed	2026-07-05T08:53:41.913998Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d045b9601d24e4a47172cebdb19b0a160a728233dea4a38356017026b71aef05

Aliases

arxiv: 2408.04651 · arxiv_version: 2408.04651v1 · doi: 10.48550/arxiv.2408.04651 · pith_short_12: 2BC3SYA5ETSK · pith_short_16: 2BC3SYA5ETSKI4LS · pith_short_8: 2BC3SYA5

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/2BC3SYA5ETSKI4LSZ263DGYKCY \
  | 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: d045b9601d24e4a47172cebdb19b0a160a728233dea4a38356017026b71aef05

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7896f23d82b8b8981927ed8aea75ce948d9316b0cec4ec01f7ed3c3533397afb",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-08-04T01:32:09Z",
    "title_canon_sha256": "c79888c3f391675b7ac74f328b66f212158484a13c05490bd8bf073cd103a9a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.04651",
    "kind": "arxiv",
    "version": 1
  }
}