Record, CLM, bronze and silver
CLM-411994
Received 2026-09-16T07:50:58Z, line 45,558 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 | Hoffman, Maria | Maria | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Hoffman | Changed |
| Date of birth | 2004-02-01 | 2004-02-01 | Unchanged |
| Gender | null | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 14172852297 | 4172852297 | Parsed |
| — | — | Unchanged | |
| Address | 7344 Apache Boulevard | 7344 Apache Blvd | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85295 | 85295 | Unchanged |
| Group | GRP-0896 | GRP-0896 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.66
- Name key
- maria|hoffman
- Address key
- 7344|apache|85295
- Canonical first
- maria
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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-55287 | 0.99 | Scored | — | Auto-linked |
| ENR-115793 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-004747
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Maria Hoffman, 2004-02-01, 3 records, Verified
Evidence
Matched against TPA-55287
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically4bcc3524fa2026-10-22 12:43:53, scoring_agentidentity id MBR-004747, confidence 0.995, method probabilistic, matched record TPA-55287, policy version 1
- Record linked automatically859b5041f12026-10-19 19:54:38, scoring_agentidentity id MBR-004747, confidence 0.995, method probabilistic, matched record TPA-55287, policy version 1
- Record linked automatically4be86ee5a12026-10-19 19:52:08, scoring_agentidentity id MBR-004747, confidence 0.995, method probabilistic, matched record TPA-55287, policy version 1
- Record linked automatically5d1de4e8b62026-10-19 19:45:42, scoring_agentidentity id MBR-004747, confidence 0.995, method probabilistic, matched record TPA-55287, policy version 1
- Record linked automatically8502ff8f552026-10-19 19:32:31, scoring_agentidentity id MBR-004747, confidence 0.995, method probabilistic, matched record TPA-55287, policy version 1
- Record linked automatically9fcdee14922026-10-19 19:31:28, matching_agentidentity id MBR-031653, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115886