Record, CLM, bronze and silver
CLM-411331
Received 2026-10-08T01:25:11Z, line 59,857 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 | DYLAN | Dylan | Changed |
| Middle | F | F | Unchanged |
| Last name | DEAN·· | Dean | Changed |
| Date of birth | 91400418 | — | Cleared |
| Gender | Female | F | Parsed |
| Member ID | UHC-33903-05 | UHC-33903-05 | Unchanged |
| SSN | •••-••-5573 | •••-••-5573 | Parsed |
| Phone | (372) 281-3844·· | 3722813844 | Parsed |
| — | — | Unchanged | |
| Address | - | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | ·N/A | — | Cleared |
| Group | null·· | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.48
- Name key
- dylan|dean
- Address key
- —
- Canonical first
- dylan
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-54980 | 0.99 | Scored | — | Auto-linked |
| ENR-114916 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-411330 | 0.96 | Rule | D3 member id + name | Auto-linked |
| ENR-114915 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-411329 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010417
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Dylan Dean, 1940-04-18, 6 records, Verified
Evidence
Matched against TPA-54980
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyc003e74b592026-10-19 19:54:38, scoring_agentidentity id MBR-010417, confidence 0.988, method probabilistic, matched record TPA-54980, policy version 1
- Record linked automaticallydd386ed6392026-10-19 19:52:09, scoring_agentidentity id MBR-010417, confidence 0.988, method probabilistic, matched record TPA-54980, policy version 1
- Record linked automaticallyaa0f49ac112026-10-19 19:45:42, scoring_agentidentity id MBR-010417, confidence 0.988, method probabilistic, matched record TPA-54980, policy version 1
- Record linked automaticallyfe44167e2b2026-10-19 19:32:31, scoring_agentidentity id MBR-010417, confidence 0.988, method probabilistic, matched record TPA-54980, policy version 1
- Record linked automatically50cf9e339d2026-10-19 19:31:28, scoring_agentidentity id MBR-009881, confidence 0.991, method probabilistic, matched record ENR-115004, policy version 1