Pith Number

pith:REEG6KIG

pith:2024:REEG6KIGZKS7FT5OSFWFNFKI65

not attested not anchored not stored refs pending

Joint Embeddings for Graph Instruction Tuning

Aaron Haag, Oliver Lohse, Vlad Argatu

arxiv:2405.20684 v2 · 2024-05-31 · cs.SE · 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{REEG6KIGZKS7FT5OSFWFNFKI65}

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

Retrieval-Augmented Generation with Graphs (GraphRAG)

Receipt and verification

First computed	2026-07-05T09:24:35.740776Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

89086f2906caa5f2cfae916c569548f74dba7f65a0848fc28512a3980e2fc84b

Aliases

arxiv: 2405.20684 · arxiv_version: 2405.20684v2 · doi: 10.48550/arxiv.2405.20684 · pith_short_12: REEG6KIGZKS7 · pith_short_16: REEG6KIGZKS7FT5O · pith_short_8: REEG6KIG

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/REEG6KIGZKS7FT5OSFWFNFKI65 \
  | 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: 89086f2906caa5f2cfae916c569548f74dba7f65a0848fc28512a3980e2fc84b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0a787c7976e2a353bf563e497b586d7d7dbe0617b5b300bfdd46456c1c3e461",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-05-31T08:26:47Z",
    "title_canon_sha256": "f47a7a0eb27faf76123a5f59554bb54c8e0d1309006f6a66f25f8c5689dc073e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.20684",
    "kind": "arxiv",
    "version": 2
  }
}