Record, CLM, bronze and silver
CLM-412495
Received 2026-05-03T10:57:13Z, line 20,706 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 | CYNTHIA | Cynthia | Changed |
| Middle | ···· | — | Unchanged |
| Last name | WATKINS·· | Watkins | Changed |
| Date of birth | 2002-08-03 | 2002-08-03 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-9152 | •••-••-9152 | Unchanged |
| Phone | (867) 367-3280 | 8673673280 | Parsed |
| cynthia.watkins@gmail.com | cynthia.watkins@gmail.com | Unchanged | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | N/A | — | Cleared |
| ZIP | N/A | — | Cleared |
| Group | — | — | Unchanged |
| Plan | ·MEDICARE-ADV-A | MEDICARE-ADV-A | Changed |
- Quality score
- 0.92
- Name key
- cynthia|watkins
- Address key
- —
- Canonical first
- cynthia
Quality flags
4 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
- 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-23617 | 1.00 | Scored | — | Auto-linked |
| CLM-412494 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-116447 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-116448 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-028933
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Cynthia Watkins, 2002-08-03, 5 records, Verified
Evidence
Matched against PRV-23617
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyfc3f4248c32026-10-22 12:43:54, scoring_agentidentity id MBR-028933, confidence 1, method probabilistic, matched record PRV-23617, policy version 1
- Record linked automaticallyefe96bd8e62026-10-19 19:54:38, scoring_agentidentity id MBR-028933, confidence 1, method probabilistic, matched record PRV-23617, policy version 1
- Record linked automatically98923efeb72026-10-19 19:52:09, scoring_agentidentity id MBR-028933, confidence 1, method probabilistic, matched record PRV-23617, policy version 1
- Record linked automaticallye027b7650d2026-10-19 19:45:42, scoring_agentidentity id MBR-028933, confidence 1, method probabilistic, matched record PRV-23617, policy version 1
- Record linked automaticallyaaa0e416af2026-10-19 19:32:31, scoring_agentidentity id MBR-028933, confidence 1, method probabilistic, matched record PRV-23617, policy version 1
- Record linked automatically58237b851d2026-10-19 19:31:28, matching_agentidentity id MBR-004692, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-116558