Pith Number

pith:HGLZVVDV

pith:2024:HGLZVVDVZMCCT4W4KQVL2T4M4I

not attested not anchored not stored refs pending

Knowing When to Ask -- Bridging Large Language Models and Data

Adriana Olmos, Bo Xu, Hannah Pho, James Manyika, Jennifer Chen, Prashanth Radhakrishnan, Prem Ramaswami, R. V. Guha

arxiv:2409.13741 v1 · 2024-09-10 · 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{HGLZVVDVZMCCT4W4KQVL2T4M4I}

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

SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents

Receipt and verification

First computed	2026-07-05T09:10:32.916492Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

39979ad475cb0429f2dc542abd4f8ce2007a1228e2747c70a19efdf86a77a519

Aliases

arxiv: 2409.13741 · arxiv_version: 2409.13741v1 · doi: 10.48550/arxiv.2409.13741 · pith_short_12: HGLZVVDVZMCC · pith_short_16: HGLZVVDVZMCCT4W4 · pith_short_8: HGLZVVDV

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/HGLZVVDVZMCCT4W4KQVL2T4M4I \
  | 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: 39979ad475cb0429f2dc542abd4f8ce2007a1228e2747c70a19efdf86a77a519

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6befc73a0edde8ae8bb0359c57d2625c4148ec4bc74fd719f06a8c38de8b5abc",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-10T17:51:21Z",
    "title_canon_sha256": "1f492b8fb3f71ea22d05a674116742f0a33a6466440e500b8739a772b2b02016"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.13741",
    "kind": "arxiv",
    "version": 1
  }
}