Record, CLM, bronze and silver
CLM-427999
Received 2026-03-29T17:25:59Z, line 26,259 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 | Daniel | Daniel | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Gilbert | Gilbert | Unchanged |
| Date of birth | 08/24/1938 | 1938-08-24 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | ·UHC-92037-28 | UHC-92037-28 | Parsed |
| SSN | UNKNOWN | — | Cleared |
| Phone | - | — | Cleared |
| DANIEL.GILBERT@GMAIL.COM | daniel.gilbert@gmail.com | Changed | |
| Address | ·9403 MARKET STREET | 9403 Market St | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33624 | 33624 | Unchanged |
| Group | GRP-8721 | GRP-8721 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- daniel|gilbert
- Address key
- 9403|market|33624
- Canonical first
- daniel
Quality flags
7 raised during normalisation
- 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
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| CLM-428000 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022826
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Daniel Gilbert, 1938-08-24, 2 records, Verified
Evidence
Matched against CLM-428000
| 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 automatically9e6aae67772026-10-19 19:54:38, scoring_agentidentity id MBR-022826, confidence 1, method probabilistic, matched record CLM-428000, policy version 1
- Record linked automatically1035db5ffc2026-10-19 19:52:09, scoring_agentidentity id MBR-022826, confidence 1, method probabilistic, matched record CLM-428000, policy version 1
- Record linked automaticallye4324d464d2026-10-19 19:45:42, scoring_agentidentity id MBR-022826, confidence 1, method probabilistic, matched record CLM-428000, policy version 1
- Record linked automatically150444481f2026-10-19 19:32:31, scoring_agentidentity id MBR-022826, confidence 1, method probabilistic, matched record CLM-428000, policy version 1
- Record linked automaticallyc0ce21eff22026-10-19 19:31:28, scoring_agentidentity id MBR-029759, confidence 1, method probabilistic, matched record PRV-28216, policy version 1