Record, CLM, bronze and silver
CLM-419985
Received 2026-06-28T07:22:47Z, line 25,188 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 | Richards, Megan | Megan | Changed |
| Middle | G. | G | Changed |
| Last name | — | Richards | Changed |
| Date of birth | 2007-12-04 | 2007-12-04 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-0641 | •••-••-0641 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| - | — | Cleared | |
| Address | 5739 Oak Street | 5739 Oak St | Changed |
| City | ·Tempe | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | NULL | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.52
- Name key
- megan|richards
- Address key
- 5739|oak|tempe
- Canonical first
- megan
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| TPA-58818 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-033433
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Megan Richards, 2007-12-04, 2 records, Verified
Evidence
Matched against TPA-58818
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automaticallyfadc3f50892026-10-22 12:43:55, scoring_agentidentity id MBR-033433, confidence 0.925, method probabilistic, matched record TPA-58818, policy version 1
- Record linked automatically8a4e20f8ae2026-10-19 19:54:38, scoring_agentidentity id MBR-033433, confidence 0.925, method probabilistic, matched record TPA-58818, policy version 1
- Record linked automaticallyda4978146e2026-10-19 19:52:09, scoring_agentidentity id MBR-033433, confidence 0.925, method probabilistic, matched record TPA-58818, policy version 1
- Record linked automatically5e12dc12f82026-10-19 19:45:42, scoring_agentidentity id MBR-033433, confidence 0.925, method probabilistic, matched record TPA-58818, policy version 1
- Record linked automatically6bb93577832026-10-19 19:32:31, scoring_agentidentity id MBR-033433, confidence 0.925, method probabilistic, matched record TPA-58818, policy version 1
- Record linked automatically1e28ffd3012026-10-19 19:31:28, matching_agentidentity id MBR-011402, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-126235