Record, CLM , bronze and silver
CLM-411132
Received 2026-09-02T15:06:51Z, line 91,468 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Garcia, Lori | Lori | Changed |
| Middle | T. | T | Changed |
| Last name | — | Garcia | Changed |
| Date of birth | Jun 24, 1993 | 1993-06-24 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | ·· | — | Unchanged |
| Phone | null | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 988 SAGE COURT | 988 Sage Ct | Changed |
| City | TAMPA | Tampa | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33691 | 33691 | Unchanged |
| Group | — | — | Unchanged |
| Plan | ·CORE-HMO | CORE-HMO | Changed |
- Quality score
- 0.64
- Name key
- lori|garcia
- Address key
- 988|sage|33691
- Canonical first
- lori
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)
- 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
- City re-casedCity re-cased to Title Case
- 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-411133 | 1.00 | Scored | — | Auto-linked |
| TPA-54870 | 1.00 | Scored | — | Auto-linked |
| TPA-54869 | 1.00 | Scored | — | Auto-linked |
| ENR-114636 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012451
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lori Garcia, 1993-06-24, 5 records, Verified
Evidence
Matched against CLM-411133
| 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 automatically78b4c6b6102026-10-19 19:54:38, scoring_agentidentity id MBR-012451, confidence 1, method probabilistic, matched record CLM-411133, policy version 1
- Record linked automatically281e81bc7b2026-10-19 19:52:09, scoring_agentidentity id MBR-012451, confidence 1, method probabilistic, matched record CLM-411133, policy version 1
- Record linked automatically0cec7c14b32026-10-19 19:45:42, scoring_agentidentity id MBR-012451, confidence 1, method probabilistic, matched record CLM-411133, policy version 1
- Record linked automaticallye14d1f83f52026-10-19 19:32:31, scoring_agentidentity id MBR-012451, confidence 1, method probabilistic, matched record CLM-411133, policy version 1
- Record linked automatically01d967cd402026-10-19 19:31:28, matching_agentidentity id MBR-007518, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23311