Record, CLM, bronze and silver
CLM-428736
Received 2026-01-30T06:55:01Z, line 38,130 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 | Pamela | Pamela | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Cooper | Cooper | Unchanged |
| Date of birth | 4/16/1993·· | 1993-04-16 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-38311-79 | UHC-38311-79 | Unchanged |
| SSN | •••-••-6706 | •••-••-6706 | Unchanged |
| Phone | +1 599 563 5429 | 5995635429 | Parsed |
| null | — | Cleared | |
| Address | 7204 Indian School Rd Apt 29 | 7204 Indian School Rd Apt 29 | Unchanged |
| City | Miami | Miami | Unchanged |
| State | fl | FL | Changed |
| ZIP | 33107 | 33107 | Unchanged |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- pamela|cooper
- Address key
- 7204|indian school|33107
- Canonical first
- pamela
Quality flags
7 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- State code upper-casedTwo-letter state code upper-cased
- 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 |
|---|---|---|---|---|
| TPA-62704 | 1.00 | Scored | — | Auto-linked |
| ENR-137699 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-428737 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-008867
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Pamela Cooper, 1993-04-16, 4 records, Verified
Evidence
Matched against TPA-62704
| 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
6 hash-chained entries for this record
- Record linked automaticallydb93f99b8c2026-10-22 12:43:54, scoring_agentidentity id MBR-008867, confidence 1, method probabilistic, matched record TPA-62704, policy version 1
- Record linked automatically4850598d4e2026-10-19 19:54:38, scoring_agentidentity id MBR-008867, confidence 1, method probabilistic, matched record TPA-62704, policy version 1
- Record linked automaticallyd9d7ef68152026-10-19 19:52:09, scoring_agentidentity id MBR-008867, confidence 1, method probabilistic, matched record TPA-62704, policy version 1
- Record linked automatically4d418206692026-10-19 19:45:42, scoring_agentidentity id MBR-008867, confidence 1, method probabilistic, matched record TPA-62704, policy version 1
- Record linked automaticallyb9adc69d512026-10-19 19:32:31, scoring_agentidentity id MBR-008867, confidence 1, method probabilistic, matched record TPA-62704, policy version 1
- Record linked automaticallyf8e8e984072026-10-19 19:31:28, matching_agentidentity id MBR-021453, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137971