Record, CLM, bronze and silver
CLM-412274
Received 2026-05-20T02:59:57Z, line 41,729 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 | James | James | Unchanged |
| Middle | E | E | Unchanged |
| Last name | Watkins | Watkins | Unchanged |
| Date of birth | 1998-10-19 | 1998-10-19 | Unchanged |
| Gender | M·· | M | Parsed |
| Member ID | null | — | Cleared |
| SSN | •••-••-0540 | •••-••-0540 | Unchanged |
| Phone | 579.292.0257 | 5792920257 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 4317 UNION ST | 4317 Union St | Changed |
| City | ·Tucson | Tucson | Changed |
| State | ·Arizona | AZ | Changed |
| ZIP | 85701 | 85701 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- james|watkins
- Address key
- 4317|union|85701
- Canonical first
- james
Quality flags
6 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-116154 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-031458
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: James Watkins, 1998-10-19, 2 records, Verified
Evidence
Matched against ENR-116154
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyb831b80acd2026-10-19 19:54:38, scoring_agentidentity id MBR-031458, confidence 0.933, method probabilistic, matched record ENR-116154, policy version 1
- Record linked automatically91fffbe23a2026-10-19 19:52:09, scoring_agentidentity id MBR-031458, confidence 0.933, method probabilistic, matched record ENR-116154, policy version 1
- Record linked automaticallyeab63ef5d42026-10-19 19:45:42, scoring_agentidentity id MBR-031458, confidence 0.933, method probabilistic, matched record ENR-116154, policy version 1
- Record linked automatically9832c4b34c2026-10-19 19:32:31, scoring_agentidentity id MBR-031458, confidence 0.933, method probabilistic, matched record ENR-116154, policy version 1
- Record linked automaticallyae4b4b77d72026-10-19 19:31:28, matching_agentidentity id MBR-012888, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-55411