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/consistency-analysis-of-sentiment-predictions-using-syntactic-semantic-context-assessment-summarization-ssas
Subject: Consistency Analysis of Sentiment Predictions using Syntactic & Semantic Context Assessment Summarization (SSAS)
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
Sharookh Daruwalla1, Nitin Mayande1, Shreeya Verma Kathuria1, Nitin Joglekar2, and Charles Weber3 1Tellagence Inc.∗ 2Villanova School of Business
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
conditioning through the filtering of irrelevant and outlier data. The business implications are significant - we’ve implemented SSAS-based prediction mechanisms in multiple domains including marketing [ 25] and supply chain analytics [54]
Inference
conditioning through the filtering of irrelevant and outlier data. The business implications are significant - we’ve implemented SSAS-based prediction mechanisms in multiple domains including marketing [ 25] and supply chain analytics [54]
Hardware
conditioning through the filtering of irrelevant and outlier data. The business implications are significant - we’ve implemented SSAS-based prediction mechanisms in multiple domains including marketing [ 25] and supply chain analytics [54]
Receipt path
/buildability/consistency-analysis-of-sentiment-predictions-using-syntactic-semantic-context-assessment-summarization-ssas
Paper ref
consistency-analysis-of-sentiment-predictions-using-syntactic-semantic-context-assessment-summarization-ssas
arXiv id
2604.15547
Generated at
2026-04-20T20:24:32.314Z
Evidence freshness
stale
Last verification
2026-04-20T20:24:32.314Z
Sources
3
References
0
Coverage
50%
Lineage hash
89a5de48f7f459c412c759993c1ec0417f9ead57491ebc2953392dd3f4ae25e7
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