Record, CLM, bronze and silver
CLM-423492
Received 2026-03-11T02:10:51Z, line 35,444 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 | Gabriel | Gabriel | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Bell | Bell | Unchanged |
| Date of birth | 1976-12-08 | 1976-12-08 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 477-284-6941 | 4772846941 | Parsed |
| gabriel.bell@aol.com | gabriel.bell@aol.com | Unchanged | |
| Address | 7713 MARKET STREET | 7713 Market St | Changed |
| City | TAMPA | Tampa | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33634 | 33634 | Unchanged |
| Group | null | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- gabriel|bell
- Address key
- 7713|market|33634
- Canonical first
- gabriel
Quality flags
6 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| ENR-130705 | 1.00 | Scored | — | Auto-linked |
| TPA-60336 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005137
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Gabriel Bell, 1976-12-08, 3 records, Verified
Evidence
Matched against TPA-60336
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically5a7939b5b92026-10-22 12:43:53, scoring_agentidentity id MBR-005137, confidence 1, method probabilistic, matched record TPA-60336, policy version 1
- Record linked automatically3051e97c822026-10-19 19:54:38, scoring_agentidentity id MBR-005137, confidence 1, method probabilistic, matched record TPA-60336, policy version 1
- Record linked automatically1db059b55b2026-10-19 19:52:08, scoring_agentidentity id MBR-005137, confidence 1, method probabilistic, matched record TPA-60336, policy version 1
- Record linked automatically85c55ff2c72026-10-19 19:45:42, scoring_agentidentity id MBR-005137, confidence 1, method probabilistic, matched record TPA-60336, policy version 1
- Record linked automaticallyb7948e963b2026-10-19 19:32:31, scoring_agentidentity id MBR-005137, confidence 1, method probabilistic, matched record TPA-60336, policy version 1
- Record linked automatically48e70136332026-10-19 19:31:28, matching_agentidentity id MBR-008545, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130936