Record, CLM, bronze and silver
CLM-411271
Received 2026-05-01T19:22:41Z, line 42,591 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Hayes, Stephanie | Stephanie | Changed |
| Middle | — | — | Unchanged |
| Last name | ···· | Hayes | Changed |
| Date of birth | Jun 25, 1982·· | 1982-06-25 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-8772 | •••-••-8772 | Unchanged |
| Phone | N/A | — | Cleared |
| - | — | Cleared | |
| Address | 6718 Elm Street | 6718 Elm St | Changed |
| City | Scottsdale·· | Scottsdale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85232 | 85232 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- stephanie|hayes
- Address key
- 6718|elm|85232
- Canonical first
- stephanie
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-114831 | 1.00 | Scored | — | Auto-linked |
| TPA-54952 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-018619
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Stephanie Hayes, 1982-06-25, 3 records, Verified
Evidence
Matched against ENR-114831
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallybdc20825322026-10-22 12:43:54, scoring_agentidentity id MBR-018619, confidence 1, method probabilistic, matched record ENR-114831, policy version 1
- Record linked automaticallycecccb397e2026-10-19 19:54:38, scoring_agentidentity id MBR-018619, confidence 1, method probabilistic, matched record ENR-114831, policy version 1
- Record linked automaticallyc2da648c762026-10-19 19:52:09, scoring_agentidentity id MBR-018619, confidence 1, method probabilistic, matched record ENR-114831, policy version 1
- Record linked automatically3b707b237a2026-10-19 19:45:42, scoring_agentidentity id MBR-018619, confidence 1, method probabilistic, matched record ENR-114831, policy version 1
- Record linked automaticallybc12d352912026-10-19 19:32:31, scoring_agentidentity id MBR-018619, confidence 1, method probabilistic, matched record ENR-114831, policy version 1
- Record linked automaticallyd7712469d62026-10-19 19:31:28, scoring_agentidentity id MBR-004243, confidence 1, method probabilistic, matched record CLM-411269, policy version 1