Record, CLM, bronze and silver
CLM-409720
Received 2026-02-02T19:03:45Z, line 5,986 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 | Danielle | Danielle | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Torres | Torres | Unchanged |
| Date of birth | Sep 16, 2003 | 2003-09-16 | Parsed |
| Gender | F·· | F | Parsed |
| Member ID | UHC-36695-30 | UHC-36695-30 | Unchanged |
| SSN | null | — | Cleared |
| Phone | (855) 832-4572 | 8558324572 | Parsed |
| — | — | Unchanged | |
| Address | 4732 WILLOW CT | 4732 Willow Ct | Changed |
| City | CHANDLER | Chandler | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85293 | 85293 | Unchanged |
| Group | GRP-1270 | GRP-1270 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.76
- Name key
- danielle|torres
- Address key
- 4732|willow|85293
- Canonical first
- danielle
Quality flags
6 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| TPA-54215 | 1.00 | Scored | — | Auto-linked |
| CLM-409719 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-54216 | 0.96 | Rule | D3 member id + name | Auto-linked |
| PRV-22818 | 0.79 | Scored | — | Sent to steward |
| PRV-22817 | 0.79 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004748
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Danielle Torres, 2003-09-16, 4 records, Verified
Evidence
Matched against TPA-54215
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically48cd8bc35a2026-10-19 19:54:38, scoring_agentidentity id MBR-004748, confidence 1, method probabilistic, matched record TPA-54215, policy version 1
- Record linked automatically8c2f1839442026-10-19 19:52:08, scoring_agentidentity id MBR-004748, confidence 1, method probabilistic, matched record TPA-54215, policy version 1
- Record linked automaticallyaedb9dc8dd2026-10-19 19:45:42, scoring_agentidentity id MBR-004748, confidence 1, method probabilistic, matched record TPA-54215, policy version 1
- Record linked automaticallyd57ce3734c2026-10-19 19:32:31, scoring_agentidentity id MBR-004748, confidence 1, method probabilistic, matched record TPA-54215, policy version 1
- Record linked automaticallyab2a7d744b2026-10-19 19:31:28, matching_agentidentity id MBR-013274, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-54325