Pith Number

pith:4TLB775F

pith:2025:4TLB775FHRALJ6IZ6IW42VUMZV

not attested not anchored not stored refs pending

Holistically Evaluating the Environmental Impact of Creating Language Models

Clara Na, Emma Strubell, Jacob Morrison, Jared Fernandez, Jesse Dodge, Tim Dettmers

arxiv:2503.05804 v1 · 2025-03-03 · cs.CY · cs.AI · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4TLB775FHRALJ6IZ6IW42VUMZV}

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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

8 papers in Pith

Certificates without Electrons? Theory and Evidence on Impacts from AI-Driven Power Demand

The Environmental Cost of LLMs in AIED: Reporting and Practices

Sustainable Code Generation Using Large Language Models: A Systematic Literature Review

Towards Resource-Efficient LLMs: End-to-End Energy Accounting of Distillation Pipelines

Transparent Screening for LLM Inference and Training Impacts

Receipt and verification

First computed	2026-07-05T10:26:47.167461Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e4d61fffa53c40b4f919f22dcd568ccd634abc2807f1b88774c20d49a4941fa1

Aliases

arxiv: 2503.05804 · arxiv_version: 2503.05804v1 · doi: 10.48550/arxiv.2503.05804 · pith_short_12: 4TLB775FHRAL · pith_short_16: 4TLB775FHRALJ6IZ · pith_short_8: 4TLB775F

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/4TLB775FHRALJ6IZ6IW42VUMZV \
  | 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: e4d61fffa53c40b4f919f22dcd568ccd634abc2807f1b88774c20d49a4941fa1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f2c1c4eb6b3d9886fd70b9cad682b16425e81855fe5af911adcb2b52e04b8232",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-03-03T22:16:15Z",
    "title_canon_sha256": "3d91200925c90f322f0c1f8cf90ccc5128d591af9b8b43f08c28348a258bcdf2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.05804",
    "kind": "arxiv",
    "version": 1
  }
}