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/d3-gym-constructing-real-world-verifiable-environments-for-data-driven-discovery
Subject: D3-Gym: Constructing Real-World Verifiable Environments for Data-Driven Discovery
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
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": 25, "author": "Hanane Nour Moussa; Yifei Li; Zhuoyang Li; Yankai Yang; Cheng Tang; Tianshu Zhang; Nesreen K. Ahmed; Ali Payani
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": 25, "author": "Hanane Nour Moussa; Yifei Li; Zhuoyang Li; Yankai Yang; Cheng Tang; Tianshu Zhang; Nesreen K. Ahmed; Ali Payani; Ziru Chen; Huan Sun", "title": "D3-Gym: Constructing Real-World Verifiable Environments for Data-Driven Discovery", "creation date": null
Inference
{"file name": "input.pdf", "number of pages": 25, "author": "Hanane Nour Moussa; Yifei Li; Zhuoyang Li; Yankai Yang; Cheng Tang; Tianshu Zhang; Nesreen K. Ahmed; Ali Payani; Ziru Chen; Huan Sun", "title": "D3-Gym: Constructing Real-World Verifiable Environments for Data-Driven Discovery", "creation date": null
Hardware
{"file name": "input.pdf", "number of pages": 25, "author": "Hanane Nour Moussa; Yifei Li; Zhuoyang Li; Yankai Yang; Cheng Tang; Tianshu Zhang; Nesreen K. Ahmed; Ali Payani; Ziru Chen; Huan Sun", "title": "D3-Gym: Constructing Real-World Verifiable Environments for Data-Driven Discovery", "creation date": null
Receipt path
/buildability/d3-gym-constructing-real-world-verifiable-environments-for-data-driven-discovery
Paper ref
d3-gym-constructing-real-world-verifiable-environments-for-data-driven-discovery
arXiv id
2604.27977
Generated at
2026-05-01T15:04:35.840Z
Evidence freshness
stale
Last verification
2026-05-01T15:04:35.840Z
Sources
4
References
0
Coverage
67%
Lineage hash
28ec51a1ae9185382de74ca7d18c93108657d4fa07fab4fa993fae424f526660
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.
references
proof_status