Buildability / Receipt
This public receipt window renders only fields present in the canonical receipt object, deterministic fixture receipt, or canonical evidence receipt. Missing compute, demo, hash, signature, approval, telemetry, and adoption fields stay explicit.
Public buildability page receipt window
/buildability/dialect-vs-demographics-quantifying-llm-bias-from-implicit-linguistic-signals-vs-explicit-user-profiles
Subject: Dialect vs Demographics: Quantifying LLM Bias from Implicit Linguistic Signals vs. Explicit User Profiles
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Data
{"file name": "input.pdf", "number of pages": 32, "author": "Irti Haq; Bel\u00e9n Sald\u00edas"
Truth Boundary
Buildability surfaces only report computed viability and proof receipts. They do not claim live production usage, pilot outcomes, founder sign-off, public Brier calibration, judge divergence, or external adoption unless explicitly sourced.
Compute
{"file name": "input.pdf", "number of pages": 32, "author": "Irti Haq; Bel\u00e9n Sald\u00edas", "title": "Dialect vs Demographics: Quantifying LLM Bias from Implicit Linguistic Signals vs. Explicit User Profiles", "creation date": "D:20260424001713+00'00'", "modification date": "D:20260424001713+00'00'", "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 32, "author": "Irti Haq; Bel\u00e9n Sald\u00edas", "title": "Dialect vs Demographics: Quantifying LLM Bias from Implicit Linguistic Signals vs. Explicit User Profiles", "creation date": "D:20260424001713+00'00'", "modification date": "D:20260424001713+00'00'", "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 32, "author": "Irti Haq; Bel\u00e9n Sald\u00edas", "title": "Dialect vs Demographics: Quantifying LLM Bias from Implicit Linguistic Signals vs. Explicit User Profiles", "creation date": "D:20260424001713+00'00'", "modification date": "D:20260424001713+00'00'", "kids": []}
Receipt path
/buildability/dialect-vs-demographics-quantifying-llm-bias-from-implicit-linguistic-signals-vs-explicit-user-profiles
Paper ref
dialect-vs-demographics-quantifying-llm-bias-from-implicit-linguistic-signals-vs-explicit-user-profiles
arXiv id
2604.21152
Generated at
2026-04-24T20:30:12.330Z
Evidence freshness
stale
Last verification
2026-04-24T20:30:12.330Z
Sources
3
References
0
Coverage
50%
Lineage hash
1108264b1b4c322f82033e552789b63ea47e93a27a7ae0ecf2c5727c041b5394
Canonical opportunity-kernel lineage hash.
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Some score or evidence fields are outside the preferred freshness window.
repo_url
references