Record, CLM, bronze and silver
CLM-426521
Received 2026-05-13T09:18:30Z, line 91,368 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 | Robinson, Kelly | Kelly | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Robinson | Changed |
| Date of birth | 07/19/1981 | 1981-07-19 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-76289-79 | UHC-76289-79 | Unchanged |
| SSN | •••-••-6136 | •••-••-6136 | Unchanged |
| Phone | (924) 505-8985 | 9245058985 | Parsed |
| — | — | Unchanged | |
| Address | 7506 Cedar Lane | 7506 Cedar Ln | Changed |
| City | Orlando | Orlando | Unchanged |
| State | FL·· | FL | Changed |
| ZIP | 32883 | 32883 | Unchanged |
| Group | GRP-9015 | GRP-9015 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.64
- Name key
- kelly|robinson
- Address key
- 7506|cedar|32883
- Canonical first
- kelly
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| PRV-27819 | 1.00 | Scored | — | Auto-linked |
| ENR-134790 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-426520 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021425
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kelly Robinson, 1981-07-19, 4 records, Verified
Evidence
Matched against PRV-27819
| 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 automatically385354a0332026-10-19 19:54:38, scoring_agentidentity id MBR-021425, confidence 1, method probabilistic, matched record PRV-27819, policy version 1
- Record linked automatically5e7a5a28292026-10-19 19:52:09, scoring_agentidentity id MBR-021425, confidence 1, method probabilistic, matched record PRV-27819, policy version 1
- Record linked automatically2ef7b684322026-10-19 19:45:42, scoring_agentidentity id MBR-021425, confidence 1, method probabilistic, matched record PRV-27819, policy version 1
- Record linked automatically8d144c3fb82026-10-19 19:32:31, scoring_agentidentity id MBR-021425, confidence 1, method probabilistic, matched record PRV-27819, policy version 1
- Record linked automaticallyeee274eb102026-10-19 19:31:28, scoring_agentidentity id MBR-002732, confidence 1, method probabilistic, matched record TPA-61660, policy version 1