Record, CLM , bronze and silver
CLM-414327
Received 2026-05-21T09:46:00Z, line 65,706 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Mills, Theresa | Theresa | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Mills | Changed |
| Date of birth | 2000-03-14 | 2000-03-14 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-4809 | •••-••-4809 | Unchanged |
| Phone | (506) 555-9050 | 5065559050 | Parsed |
| THERESA.MILLS38@AOL.COM·· | theresa.mills38@aol.com | Changed | |
| Address | 2359 MARKET ST | 2359 Market St | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85714 | 85714 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.64
- Name key
- theresa|mills
- Address key
- 2359|market|85714
- Canonical first
- theresa
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
- 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
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| ENR-118860 | 1.00 | Scored | — | Auto-linked |
| TPA-56326 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008277
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Theresa Mills, 2000-03-14, 3 records, Verified
Evidence
Matched against TPA-56326
| 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 automatically6c96514f642026-10-19 19:54:38, scoring_agentidentity id MBR-008277, confidence 1, method probabilistic, matched record TPA-56326, policy version 1
- Record linked automatically506bcbf32f2026-10-19 19:52:09, scoring_agentidentity id MBR-008277, confidence 1, method probabilistic, matched record TPA-56326, policy version 1
- Record linked automaticallyf255ffa64f2026-10-19 19:45:42, scoring_agentidentity id MBR-008277, confidence 1, method probabilistic, matched record TPA-56326, policy version 1
- Record linked automaticallyf6ceb198482026-10-19 19:32:31, scoring_agentidentity id MBR-008277, confidence 1, method probabilistic, matched record TPA-56326, policy version 1
- Record linked automatically16d1daddc62026-10-19 19:31:28, scoring_agentidentity id MBR-004940, confidence 0.994, method probabilistic, matched record PRV-24209, policy version 1