Pith Number

pith:IQU7FBGG

pith:2024:IQU7FBGGJMWQPK5DPAQU3MSNAL

not attested not anchored not stored refs pending

MapEval: A Map-Based Evaluation of Geo-Spatial Reasoning in Foundation Models

Mahir Labib Dihan, Md Almash Alam, Md Hasebul Hasan, Md Rizwan Parvez, MD Tanvir Hassan, Md Tanvir Parvez, Mohammed Eunus Ali, Muhammad Aamir Cheema

arxiv:2501.00316 v2 · 2024-12-31 · 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{IQU7FBGGJMWQPK5DPAQU3MSNAL}

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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

4 papers in Pith

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes

V-RoAst: Visual Road Assessment. Can VLM be a Road Safety Assessor Using the iRAP Standard?

MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs

Receipt and verification

First computed	2026-07-05T11:16:53.777447Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4429f284c64b2d07aba378214db24d02dc493d200ebd4b7aa2e000dc31f873f3

Aliases

arxiv: 2501.00316 · arxiv_version: 2501.00316v2 · doi: 10.48550/arxiv.2501.00316 · pith_short_12: IQU7FBGGJMWQ · pith_short_16: IQU7FBGGJMWQPK5D · pith_short_8: IQU7FBGG

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/IQU7FBGGJMWQPK5DPAQU3MSNAL \
  | 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: 4429f284c64b2d07aba378214db24d02dc493d200ebd4b7aa2e000dc31f873f3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1987799e4b187221d1fa63557be50ba0eda29cbc5e2559b28697000ee58e0054",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-31T07:20:32Z",
    "title_canon_sha256": "d888e53ead8d12a21367536cca1e4543a3c902afd21abd17f760bb53a6f94bf4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.00316",
    "kind": "arxiv",
    "version": 2
  }
}