✓HIGH CONFIDENCE
Subscription license to NorthStar Platform are distinct from the subscription license
Both prongs of the distinct test were applied.
Reasoning trace⬢ claude-opus-4-7⌥ prompt distinctness-saas-v1.4◆ self-consistency 0.97 · click ↓● RAG · 2 chunks · click ↓
Chain of thought
The subscription is a series of distinct services with the same pattern of transfer (monthly access). Per ASC 606-10-25-15 it is treated as a single PO. Recognized ratably over 36 months.
Retrieved authority · 2 chunks · cosine ≥ 0.83 · post-checked against verified-registry
CODIFICATION · ASC 606-10-25-27
An entity transfers control of a good or service over time and, therefore, satisfies a performance obligation and recognizes revenue over time, if one of the following criteria is met: (a) The customer simultaneously receives and consumes the benefits provided by the entity's performance as the entity performs.
CODIFICATION · ASC 606-10-25-15
A series of distinct goods or services has the same pattern of transfer to the customer if both of the following criteria are met: (a) Each distinct good or service in the series… would be a performance obligation satisfied over time… (b) The same method would be used to measure the entity's progress…
Structured output
PerformanceObligation{
po_id: "po-1-subscription",
distinct_capable: true,
distinct_in_context: true,
overall_distinct: true,
authority_cited: ["606-10-25-27", "606-10-25-15"],
confidence: "high",
consistency_score: 0.97, // 5 samples
requires_human_review: false,
model: "claude-opus-4-7",
prompt_v: "distinctness-saas-v1.4",
judgment_id: "018f2a4b7c80e1faa910d4c3de0f5b76"
}◆ MethodologyHow we arrived at confidence = high✓CISC 0.97
We use Confidence-Informed Self-Consistency (CISC, arxiv 2502.06233): the same prompt is sampled 5 times at temperature 0.3; each sample produces an independent judgment. We then measure two agreement metrics — direction agreement (does every sample reach the same conclusion?) and reasoning agreement (do they reach it for the same reason?). The weighted vote becomes the score.
The 5 sampled judgments
| # | Direction | Factor (a) · capable of being distinct | Factor (b) · separately identifiable reasoning | Cluster |
|---|---|---|---|---|
| 1 | distinct = true | ✓ standalone benefit | separately priced & sold | ✓DOMINANT |
| 2 | distinct = true | ✓ standalone benefit | separately priced & sold | ✓DOMINANT |
| 3 | distinct = true | ✓ standalone benefit | separately priced & sold | ✓DOMINANT |
| 4 | distinct = true | ✓ standalone benefit | separately priced & sold | ✓DOMINANT |
| 5 | distinct = true | ✓ standalone benefit | separately priced & sold | ✓DOMINANT |
CISC weighted score · how 0.97 was computed
direction_agreement = 5/5 = 1.00
reasoning_agreement = 5/5 (all cite same reasoning) = 1.00
cisc_score = 0.6 × direction + 0.4 × reasoning
= 0.6 × 1.00 + 0.4 × 1.00 = 1.00
Confidence tier mapping
✓HIGH ≥ 0.95
auto-applied
◐MEDIUM 0.80 – 0.95
human review suggested
⚠LOW < 0.80
hard-blocked · human required
Bottom line: the AI is unanimous that PO-1 is distinct (100% direction agreement). Where it splits is why — all 5 samples cite the same reasoning, hence high confidence.
Modernized investor framework Q1 — judgment-laden recognition areas. Where in this company's revenue policy is the recognition judgment most concentrated? For NorthStar, the answer is the PO-2 onboarding distinctness call. The investor analytical follow-up requires documenting the distinctness reasoning. Recommend confirming integration depth from the SOW before sign-off.Modernized investor framework · Q1 · ASC 606-10-25-19 / -25-21