Pith Number

pith:XB7G7DWP

pith:2024:XB7G7DWP4JCZVUBBEGFGVC6X3O

not attested not anchored not stored refs pending

Drowning in Documents: Consequences of Scaling Reranker Inference

Andrew Drozdov, Erik Lindgren, Matei Zaharia, Mathew Jacob, Michael Carbin, Omar Khattab

arxiv:2411.11767 v2 · 2024-11-18 · cs.IR · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XB7G7DWP4JCZVUBBEGFGVC6X3O}

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

2 papers in Pith

Can Language Models Actually Retrieve In-Context? Drowning in Documents at Million Token Scale

Reproducing Adaptive Reranking for Reasoning-Intensive IR

Receipt and verification

First computed	2026-07-05T11:35:30.858413Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b87e6f8ecfe2459ad021218a6a8bd7db9e7cd7ded1d18e8fe63a41b87036a0fb

Aliases

arxiv: 2411.11767 · arxiv_version: 2411.11767v2 · doi: 10.48550/arxiv.2411.11767 · pith_short_12: XB7G7DWP4JCZ · pith_short_16: XB7G7DWP4JCZVUBB · pith_short_8: XB7G7DWP

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/XB7G7DWP4JCZVUBBEGFGVC6X3O \
  | 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: b87e6f8ecfe2459ad021218a6a8bd7db9e7cd7ded1d18e8fe63a41b87036a0fb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "265119d0b107b15a5013dbef264a08eaac6380fdd2b6533a71695e2741e60c06",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-11-18T17:46:32Z",
    "title_canon_sha256": "3339a28902021ea675698619bf2db2f8c90b69107f4cd0a6da54bc7f7219f0c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.11767",
    "kind": "arxiv",
    "version": 2
  }
}