Record, CLM, bronze and silver
CLM-410878
Received 2026-01-17T21:08:37Z, line 44,521 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 | RYAN | Ryan | Changed |
| Middle | — | — | Unchanged |
| Last name | KNIGHT | Knight | Changed |
| Date of birth | 1952-11-19 | 1952-11-19 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-97617-12 | UHC-97617-12 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | ·947.773.8831 | 9477738831 | Parsed |
| ···· | — | Unchanged | |
| Address | 8974 Willow Court | 8974 Willow Ct | Changed |
| City | Houston·· | Houston | Changed |
| State | TX | TX | Unchanged |
| ZIP | 77050 | 77050 | Unchanged |
| Group | GRP-5557 | GRP-5557 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- ryan|knight
- Address key
- 8974|willow|77050
- Canonical first
- ryan
Quality flags
5 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
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| TPA-54769 | 1.00 | Scored | — | Auto-linked |
| ENR-114263 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-410879 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-54768 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005340
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ryan Knight, 1952-11-19, 5 records, Verified
Evidence
Matched against TPA-54769
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically7ce78065ea2026-10-22 12:43:53, scoring_agentidentity id MBR-005340, confidence 1, method probabilistic, matched record TPA-54769, policy version 1
- Record linked automaticallya1b3a9e8e72026-10-19 19:54:38, scoring_agentidentity id MBR-005340, confidence 1, method probabilistic, matched record TPA-54769, policy version 1
- Record linked automatically957aef01be2026-10-19 19:52:08, scoring_agentidentity id MBR-005340, confidence 1, method probabilistic, matched record TPA-54769, policy version 1
- Record linked automaticallycc87ca285a2026-10-19 19:45:42, scoring_agentidentity id MBR-005340, confidence 1, method probabilistic, matched record TPA-54769, policy version 1
- Record linked automatically3add1e74b52026-10-19 19:32:31, scoring_agentidentity id MBR-005340, confidence 1, method probabilistic, matched record TPA-54769, policy version 1