Pith Number

pith:IPNZT54E

pith:2025:IPNZT54EFO6C65XRYQWGKM2CMB

not attested not anchored not stored refs pending

DeepResearch$^{\text{Eco}}$: A Recursive Agentic Workflow for Complex Scientific Question Answering in Ecology

Andrei Aioanei, Endres Keno Sander, Jennifer D'Souza

arxiv:2507.10522 v1 · 2025-07-14 · cs.AI · cs.CL · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IPNZT54EFO6C65XRYQWGKM2CMB}

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.

Receipt and verification

First computed	2026-07-05T11:36:53.195620Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43db99f7842bbc2f76f1c42c653342604ada10b234e306a925877b2e11402b66

Aliases

arxiv: 2507.10522 · arxiv_version: 2507.10522v1 · doi: 10.48550/arxiv.2507.10522 · pith_short_12: IPNZT54EFO6C · pith_short_16: IPNZT54EFO6C65XR · pith_short_8: IPNZT54E

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/IPNZT54EFO6C65XRYQWGKM2CMB \
  | 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: 43db99f7842bbc2f76f1c42c653342604ada10b234e306a925877b2e11402b66

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e521a47c7ad8841364e400e62fb2cc0058e27762d3a252feaf44869fc1ea9780",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-14T17:47:28Z",
    "title_canon_sha256": "5d1ebc77afb8764b1602816444cbb397841a7ac58e5529e22020288d4f357937"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.10522",
    "kind": "arxiv",
    "version": 1
  }
}