Pith Number

pith:JGH5G6LC

pith:2024:JGH5G6LCDBGQ356TV7MVFQMMCZ

not attested not anchored not stored refs pending

ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning

Franck Dernoncourt, Hieu Man, Nghia Trung Ngo, Thien Huu Nguyen

arxiv:2408.03402 v1 · 2024-08-06 · cs.CL · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JGH5G6LCDBGQ356TV7MVFQMMCZ}

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

Position: Text Embeddings Should Capture Implicit Semantics, Not Just Surface Meaning

Receipt and verification

First computed	2026-07-05T08:52:58.125074Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

498fd37962184d0df7d3afd952c18c166bad1bc296ff9f0719af4a43ab9ed6c1

Aliases

arxiv: 2408.03402 · arxiv_version: 2408.03402v1 · doi: 10.48550/arxiv.2408.03402 · pith_short_12: JGH5G6LCDBGQ · pith_short_16: JGH5G6LCDBGQ356T · pith_short_8: JGH5G6LC

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/JGH5G6LCDBGQ356TV7MVFQMMCZ \
  | 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: 498fd37962184d0df7d3afd952c18c166bad1bc296ff9f0719af4a43ab9ed6c1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d7bf0b4f2d030ffe2d35dbb02d5ac4d5a53dbf99cd3cb36dbdc16dc66cdb3435",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-08-06T18:53:54Z",
    "title_canon_sha256": "e1d95fe3d9ca522bdca4ba704c40d3a647e39990edf78f6caca8371a0671799f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.03402",
    "kind": "arxiv",
    "version": 1
  }
}