Record, CLM, bronze and silver
CLM-432578
Received 2026-03-02T01:01:34Z, line 90,563 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 | MELISSA | Melissa | Changed |
| Middle | — | — | Unchanged |
| Last name | ·ALLEN | Allen | Changed |
| Date of birth | 1954-02-25 | 1954-02-25 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-41301-70 | UHC-41301-70 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | ·(837) 652-1130 | 8376521130 | Parsed |
| - | — | Cleared | |
| Address | 9662 MAIN ST | 9662 Main St | Changed |
| City | CHANDLER | Chandler | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85284 | 85284 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.74
- Name key
- melissa|allen
- Address key
- 9662|main|85284
- Canonical first
- melissa
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| PRV-29520 | 1.00 | Scored | — | Auto-linked |
| CLM-432577 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-432576 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-142766 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-432575 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016818
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Melissa Allen, 1954-02-25, 5 records, Verified
Evidence
Matched against PRV-29520
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically58597ec5c22026-10-19 19:54:38, scoring_agentidentity id MBR-016818, confidence 1, method probabilistic, matched record PRV-29520, policy version 1
- Record linked automaticallyb36323725d2026-10-19 19:52:09, scoring_agentidentity id MBR-016818, confidence 1, method probabilistic, matched record PRV-29520, policy version 1
- Record linked automaticallyfc93f933982026-10-19 19:45:42, scoring_agentidentity id MBR-016818, confidence 1, method probabilistic, matched record PRV-29520, policy version 1
- Record linked automaticallyaf6c94c2a32026-10-19 19:32:31, scoring_agentidentity id MBR-016818, confidence 1, method probabilistic, matched record PRV-29520, policy version 1
- Record linked automaticallyb7eaceab5f2026-10-19 19:31:28, matching_agentidentity id MBR-003335, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432577