Record, CLM, bronze and silver
CLM-404275
Received 2026-08-24T03:00:35Z, line 2,471 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 | Medina, Andrea | Andrea | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Medina | Changed |
| Date of birth | 08/16/87·· | 1987-08-16 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-1487 | •••-••-1487 | Unchanged |
| Phone | ·null | — | Cleared |
| — | — | Unchanged | |
| Address | 4090 CHURCH ST | 4090 Church St | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85757 | 85757 | Unchanged |
| Group | GRP-6311 | GRP-6311 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.38
- Name key
- andrea|medina
- Address key
- 4090|church|85757
- Canonical first
- andrea
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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 |
|---|---|---|---|---|
| TPA-51867 | 1.00 | Scored | — | Auto-linked |
| ENR-105621 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-404274 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-033426
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Andrea Medina, 1987-08-16, 4 records, Verified
Evidence
Matched against TPA-51867
| 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 automaticallyd1402fd1f32026-10-19 19:54:38, scoring_agentidentity id MBR-033426, confidence 1, method probabilistic, matched record TPA-51867, policy version 1
- Record linked automaticallyc319cd0c1d2026-10-19 19:52:09, scoring_agentidentity id MBR-033426, confidence 1, method probabilistic, matched record TPA-51867, policy version 1
- Record linked automatically96204db9d72026-10-19 19:45:42, scoring_agentidentity id MBR-033426, confidence 1, method probabilistic, matched record TPA-51867, policy version 1
- Record linked automatically310ce2bd272026-10-19 19:32:31, scoring_agentidentity id MBR-033426, confidence 1, method probabilistic, matched record TPA-51867, policy version 1
- Record linked automatically54b30a1e552026-10-19 19:31:28, scoring_agentidentity id MBR-001950, confidence 1, method probabilistic, matched record TPA-51907, policy version 1