Record, CLM, bronze and silver
CLM-417469
Received 2026-07-07T03:36:49Z, line 3,017 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 | AMBER | Amber | Changed |
| Middle | ···· | — | Unchanged |
| Last name | HICKS | Hicks | Changed |
| Date of birth | 12/4/2002 | 2002-12-04 | Parsed |
| Gender | ·F | F | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | - | — | Cleared |
| Phone | (878) 581-5836 | 8785815836 | Parsed |
| null | — | Cleared | |
| Address | 737 SUNSET BLVD | 737 Sunset Blvd | Changed |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 77001 | 77001 | Unchanged |
| Group | GRP-4104 | GRP-4104 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- amber|hicks
- Address key
- 737|sunset|77001
- Canonical first
- amber
Quality flags
6 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
- 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
- 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 |
|---|---|---|---|---|
| TPA-57727 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020754
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Amber Hicks, 2002-12-04, 2 records, Verified
Evidence
Matched against TPA-57727
| 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 automatically16787880152026-10-19 19:54:38, scoring_agentidentity id MBR-020754, confidence 1, method probabilistic, matched record TPA-57727, policy version 1
- Record linked automatically0fd57933322026-10-19 19:52:09, scoring_agentidentity id MBR-020754, confidence 1, method probabilistic, matched record TPA-57727, policy version 1
- Record linked automatically007ab98e712026-10-19 19:45:42, scoring_agentidentity id MBR-020754, confidence 1, method probabilistic, matched record TPA-57727, policy version 1
- Record linked automatically4056cce2512026-10-19 19:32:31, scoring_agentidentity id MBR-020754, confidence 1, method probabilistic, matched record TPA-57727, policy version 1
- Record linked automatically6adb043b742026-10-19 19:31:28, matching_agentidentity id MBR-040080, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-122876