Record, CLM, bronze and silver
CLM-431895
Received 2026-07-19T00:47:11Z, line 93,999 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 | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Medina | Medina | Unchanged |
| Date of birth | ·Dec 23, 1972 | 1972-12-23 | Parsed |
| Gender | - | — | Cleared |
| Member ID | UHC-00300-86 | UHC-00300-86 | Unchanged |
| SSN | •••-••-8073 | •••-••-8073 | Parsed |
| Phone | — | — | Unchanged |
| N/A | — | Cleared | |
| Address | 670 Sage Court | 670 Sage Ct | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85359 | 85359 | Unchanged |
| Group | GRP-9478 | GRP-9478 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- melissa|medina
- Address key
- 670|sage|85359
- Canonical first
- melissa
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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
- 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-64076 | 1.00 | Scored | — | Auto-linked |
| CLM-431896 | 1.00 | Scored | — | Auto-linked |
| ENR-141873 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-64077 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-431897 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004470
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Melissa Medina, 1972-12-23, 6 records, Verified
Evidence
Matched against TPA-64076
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically4d9905ffb82026-10-19 19:54:38, scoring_agentidentity id MBR-004470, confidence 1, method probabilistic, matched record TPA-64076, policy version 1
- Record linked automatically8129d948aa2026-10-19 19:52:08, scoring_agentidentity id MBR-004470, confidence 1, method probabilistic, matched record TPA-64076, policy version 1
- Record linked automaticallye0d7501b852026-10-19 19:45:42, scoring_agentidentity id MBR-004470, confidence 1, method probabilistic, matched record TPA-64076, policy version 1
- Record linked automaticallyd1561d3f872026-10-19 19:32:31, scoring_agentidentity id MBR-004470, confidence 1, method probabilistic, matched record TPA-64076, policy version 1
- Record linked automatically03e5f3f1052026-10-19 19:31:28, matching_agentidentity id MBR-033091, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142100