Record, CLM, bronze and silver
CLM-402987
Received 2026-05-19T16:19:56Z, line 89,362 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 | carolyn | Carolyn | Changed |
| Middle | — | — | Unchanged |
| Last name | ·ward | Ward | Changed |
| Date of birth | 2004-03-16·· | 2004-03-16 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | - | — | Cleared |
| SSN | •••-••-5069 | •••-••-5069 | Unchanged |
| Phone | 516-229-7629 | 5162297629 | Parsed |
| - | — | Cleared | |
| Address | 9472 Desert Sky Boulevard | 9472 Desert Sky Blvd | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85298 | 85298 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.62
- Name key
- carolyn|ward
- Address key
- 9472|desert sky|85298
- Canonical first
- carolyn
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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| CLM-402984 | 1.00 | Scored | — | Auto-linked |
| CLM-402985 | 1.00 | Scored | — | Auto-linked |
| CLM-402983 | 1.00 | Scored | — | Auto-linked |
| TPA-51287 | 1.00 | Scored | — | Auto-linked |
| ENR-103864 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005853
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Carolyn Ward, 2004-03-16, 6 records, Verified
Evidence
Matched against CLM-402983
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyf97eca51c42026-10-22 12:43:53, scoring_agentidentity id MBR-005853, confidence 1, method probabilistic, matched record CLM-402983, policy version 1
- Record linked automaticallycd991614a02026-10-19 19:54:38, scoring_agentidentity id MBR-005853, confidence 1, method probabilistic, matched record CLM-402983, policy version 1
- Record linked automatically528d552b552026-10-19 19:52:08, scoring_agentidentity id MBR-005853, confidence 1, method probabilistic, matched record CLM-402983, policy version 1
- Record linked automatically7a2efbc2d32026-10-19 19:45:42, scoring_agentidentity id MBR-005853, confidence 1, method probabilistic, matched record CLM-402983, policy version 1
- Record linked automaticallyfd975c18b42026-10-19 19:32:31, scoring_agentidentity id MBR-005853, confidence 1, method probabilistic, matched record CLM-402983, policy version 1
- Record linked automaticallyf9c6aa31652026-10-19 19:31:28, matching_agentidentity id MBR-013723, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-402988