Record, CLM, bronze and silver
CLM-426144
Received 2026-07-08T18:45:40Z, line 24,636 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 | Richard | Richard | Unchanged |
| Middle | ···· | — | Unchanged |
| Last name | Espinoza | Espinoza | Unchanged |
| Date of birth | 05/16/57 | 1957-05-16 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-68182-02 | UHC-68182-02 | Unchanged |
| SSN | •••-••-2977 | •••-••-2977 | Unchanged |
| Phone | 516-339-6241 | 5163396241 | Parsed |
| NULL | — | Cleared | |
| Address | N/A | — | Cleared |
| City | ·· | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | NULL | — | Cleared |
| Group | GRP-4493 | GRP-4493 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.66
- Name key
- richard|espinoza
- Address key
- —
- Canonical first
- richard
Quality flags
5 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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 |
|---|---|---|---|---|
| PRV-27707 | 1.00 | Scored | — | Auto-linked |
| ENR-134251 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-27706 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-026604
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Richard Espinoza, 1957-05-16, 4 records, Verified
Evidence
Matched against PRV-27707
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically0afc6e44452026-10-19 19:54:38, scoring_agentidentity id MBR-026604, confidence 1, method probabilistic, matched record PRV-27707, policy version 1
- Record linked automaticallye3b08f8a812026-10-19 19:52:09, scoring_agentidentity id MBR-026604, confidence 1, method probabilistic, matched record PRV-27707, policy version 1
- Record linked automatically4afa5221a12026-10-19 19:45:42, scoring_agentidentity id MBR-026604, confidence 1, method probabilistic, matched record PRV-27707, policy version 1
- Record linked automaticallyfca2dc556d2026-10-19 19:32:31, scoring_agentidentity id MBR-026604, confidence 1, method probabilistic, matched record PRV-27707, policy version 1
- Record linked automatically9c74fcae7b2026-10-19 19:31:28, scoring_agentidentity id MBR-022245, confidence 1, method probabilistic, matched record TPA-61519, policy version 1