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/sere-structural-example-retrieval-for-enhancing-llms-in-event-causality-identification
Subject: SERE: Structural Example Retrieval for Enhancing LLMs in Event Causality Identification
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.
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
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.
Receipt path
/buildability/sere-structural-example-retrieval-for-enhancing-llms-in-event-causality-identification
Paper ref
sere-structural-example-retrieval-for-enhancing-llms-in-event-causality-identification
arXiv id
2605.03701
Generated at
2026-05-06T20:24:04.709Z
Evidence freshness
stale
Last verification
2026-05-06T20:24:04.709Z
Sources
4
References
0
Coverage
67%
Lineage hash
0ee30b3adff3289942d3cf5c731487a6cb2aecaf717faf00f2f7aa8e267f6eda
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