Pith Number

pith:QFANL3AJ

pith:2023:QFANL3AJ5LDLIVGWJWMHHMHFCM

not attested not anchored not stored refs pending

Language Model-In-The-Loop: Data Optimal Approach to Learn-To-Recommend Actions in Text Games

Arjun Vaithilingam Sudhakar, Janarthanan Rajendran, Prasanna Parthasarathi, Sarath Chandar

arxiv:2311.07687 v1 · 2023-11-13 · cs.CL · cs.AI · 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{QFANL3AJ5LDLIVGWJWMHHMHFCM}

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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

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking

Receipt and verification

First computed	2026-07-05T07:12:22.371585Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8140d5ec09eac6b454d64d9873b0e51302a0e72e2a7525e6b80c9324e1dc133e

Aliases

arxiv: 2311.07687 · arxiv_version: 2311.07687v1 · doi: 10.48550/arxiv.2311.07687 · pith_short_12: QFANL3AJ5LDL · pith_short_16: QFANL3AJ5LDLIVGW · pith_short_8: QFANL3AJ

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/QFANL3AJ5LDLIVGWJWMHHMHFCM \
  | 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: 8140d5ec09eac6b454d64d9873b0e51302a0e72e2a7525e6b80c9324e1dc133e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "854ca0e455ff6003fa73c22c2ee0c03b7f8f45643202f71f2a2d06ebfed155d2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-13T19:12:49Z",
    "title_canon_sha256": "9083711fc96d2dbb9b192a522e12bfd00196987e9618b221ca31bdcb9857a032"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.07687",
    "kind": "arxiv",
    "version": 1
  }
}