pith:WFNOLC4Y
Unintended Negative Impacts of Promotional Language in Patent Evaluation
Higher promotional language in patent applications links to lower grant, transfer, and appeal success rates.
arxiv:2605.04926 v2 · 2026-05-06 · cs.CL
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\pithnumber{WFNOLC4YKKEAJIA6WOOMZF6IFJ}
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Claims
a higher frequency of promotional words is negatively associated with the probability of an application being (i) granted a patent, (ii) transferred ownership, and (iii) successfully appealed. This promotional penalty holds even after accounting for a range of confounding factors and is largely robust across different technological areas.
That the 135-word promotional lexicon, validated in science, measures promotional framing without systematic bias or omission in the distinct legal and technical language of patents, and that all relevant confounders (beyond those controlled) are captured in the matching and regression setup.
Patents with more promotional language show 5-6 percentage point lower success rates in granting, transfer, and appeal reversal, despite objectively reflecting higher combinatorial novelty and future citations.
Receipt and verification
| First computed | 2026-06-25T01:17:53.727215Z |
|---|---|
| Builder | pith-number-builder-2026-05-17-v1 |
| Signature | Pith Ed25519
(pith-v1-2026-05) · public key |
| Schema | pith-number/v1.0 |
Canonical hash
b15ae58b98528804a01eb39ccc97c82a498b5b77cda4651412b3eae3346516dd
Aliases
· · · · ·Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/WFNOLC4YKKEAJIA6WOOMZF6IFJ \
| 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: b15ae58b98528804a01eb39ccc97c82a498b5b77cda4651412b3eae3346516dd
Canonical record JSON
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