Pith Number

pith:BYPP36SV

pith:2024:BYPP36SVEEYD4SXC7Q76KPUBOA

not attested not anchored not stored refs pending

An LLM-Based Digital Twin for Optimizing Human-in-the Loop Systems

Carlee Joe-Wong, Hanqing Yang, Marie Siew

arxiv:2403.16809 v1 · 2024-03-25 · eess.SY · cs.AI · cs.LG · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BYPP36SVEEYD4SXC7Q76KPUBOA}

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

A Zero-Shot Multi-Agent Framework for Human-Building Interaction via Programmatic Reasoning

Foundation-Model-Based Agents in Industrial Automation: Purposes, Capabilities, and Open Challenges

Receipt and verification

First computed	2026-07-05T08:00:21.388019Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0e1efdfa5521303e4ae2fc3fe53e817028f0688c66cb4daedb8bdfe508882402

Aliases

arxiv: 2403.16809 · arxiv_version: 2403.16809v1 · doi: 10.48550/arxiv.2403.16809 · pith_short_12: BYPP36SVEEYD · pith_short_16: BYPP36SVEEYD4SXC · pith_short_8: BYPP36SV

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/BYPP36SVEEYD4SXC7Q76KPUBOA \
  | 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: 0e1efdfa5521303e4ae2fc3fe53e817028f0688c66cb4daedb8bdfe508882402

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "72f37e06734246cdd0932a6de46c14ecab537b56943e570eb2c2c78caad9e752",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2024-03-25T14:32:28Z",
    "title_canon_sha256": "772995d920fa423347effd260e9d5a0b80fa80ac30de585260211b44e8fac732"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.16809",
    "kind": "arxiv",
    "version": 1
  }
}