Record, CLM, bronze and silver
CLM-416655
Received 2026-03-05T01:19:25Z, line 82,188 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 | DLAN | Dlan | Changed |
| Middle | — | — | Unchanged |
| Last name | CARROLL | Carroll | Changed |
| Date of birth | 1991-03-20 | 1991-03-20 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-34004-64 | UHC-34004-64 | Unchanged |
| SSN | •••-••-7350 | •••-••-7350 | Parsed |
| Phone | 540-555-8190 | 5405558190 | Parsed |
| DYLAN.CARROLL@AOL.COM | dylan.carroll@aol.com | Changed | |
| Address | 4376 CENTRAL AVENUE | 4376 Central Ave | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85032 | 85032 | Unchanged |
| Group | - | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.62
- Name key
- dlan|carroll
- Address key
- 4376|central|85032
- Canonical first
- dlan
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| TPA-57325 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-017510
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Dlan Carroll, 1991-03-20, 2 records, Verified
Evidence
Matched against TPA-57325
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically6fce7559672026-10-22 12:43:54, scoring_agentidentity id MBR-017510, confidence 0.991, method probabilistic, matched record TPA-57325, policy version 1
- Record linked automatically4b7b635c2d2026-10-19 19:54:38, scoring_agentidentity id MBR-017510, confidence 0.991, method probabilistic, matched record TPA-57325, policy version 1
- Record linked automatically4478f463f32026-10-19 19:52:09, scoring_agentidentity id MBR-017510, confidence 0.991, method probabilistic, matched record TPA-57325, policy version 1
- Record linked automatically7dc1bbb61d2026-10-19 19:45:42, scoring_agentidentity id MBR-017510, confidence 0.991, method probabilistic, matched record TPA-57325, policy version 1
- Record linked automaticallyd225c167832026-10-19 19:32:31, scoring_agentidentity id MBR-017510, confidence 0.991, method probabilistic, matched record TPA-57325, policy version 1
- Record linked automatically8d860716012026-10-19 19:31:28, scoring_agentidentity id MBR-015576, confidence 1, method probabilistic, matched record TPA-57281, policy version 1