Record, CLM, bronze and silver
CLM-405095
Received 2026-03-25T20:32:24Z, line 1,071 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 | VALENTINA | Valentina | Changed |
| Middle | — | — | Unchanged |
| Last name | ALVARADO | Alvarado | Changed |
| Date of birth | 06/20/1953 | 1953-06-20 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-5447 | •••-••-5447 | Unchanged |
| Phone | +1 249 460 3363 | 2494603363 | Parsed |
| - | — | Cleared | |
| Address | 2353 Palm Dr | 2353 Palm Dr | Unchanged |
| City | Orlando | Orlando | Unchanged |
| State | ·FL | FL | Changed |
| ZIP | 32831 | 32831 | Unchanged |
| Group | — | — | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.90
- Name key
- valentina|alvarado
- Address key
- 2353|palm|32831
- Canonical first
- valentina
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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 |
|---|---|---|---|---|
| CLM-405094 | 1.00 | Scored | — | Auto-linked |
| ENR-106699 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-405093 | 0.84 | Scored | — | Sent to steward |
| TPA-52231 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000385
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Valentina Alvarado, 1953-06-20, 3 records, Verified
Evidence
Matched against CLM-405094
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically8e8fc4a9812026-10-19 19:54:38, scoring_agentidentity id MBR-000385, confidence 1, method probabilistic, matched record CLM-405094, policy version 1
- Record linked automaticallya74558b50d2026-10-19 19:52:08, scoring_agentidentity id MBR-000385, confidence 1, method probabilistic, matched record CLM-405094, policy version 1
- Record linked automatically80a9b858332026-10-19 19:45:41, scoring_agentidentity id MBR-000385, confidence 1, method probabilistic, matched record CLM-405094, policy version 1
- Record linked automatically40de78cf882026-10-19 19:32:31, scoring_agentidentity id MBR-000385, confidence 1, method probabilistic, matched record CLM-405094, policy version 1