Record, CLM, bronze and silver
CLM-429274
Received 2026-09-08T19:49:55Z, line 85,640 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 | HOWARD | Howard | Changed |
| Middle | ···· | — | Unchanged |
| Last name | JOYCE | Joyce | Changed |
| Date of birth | 1969-01-06 | 1969-01-06 | Unchanged |
| Gender | null | — | Cleared |
| Member ID | N/A·· | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | 712.383.9741 | 7123839741 | Parsed |
| null | — | Cleared | |
| Address | 9252 LAKE VIEW ROAD | 9252 Lake View Rd | Changed |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 77044-0715 | 77044 | Changed |
| Group | NULL | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.62
- Name key
- howard|joyce
- Address key
- 9252|lake view|77044
- Canonical first
- howard
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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| CLM-429275 | 0.98 | Scored | — | Auto-linked |
| ENR-138414 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-009320
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Joyce Howard, 1969-01-06, 3 records, Verified
Evidence
Matched against CLM-429275
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically5460e766aa2026-10-22 12:43:54, scoring_agentidentity id MBR-009320, confidence 0.984, method probabilistic, matched record CLM-429275, policy version 1
- Record linked automatically613f48a4512026-10-19 19:54:38, scoring_agentidentity id MBR-009320, confidence 0.984, method probabilistic, matched record CLM-429275, policy version 1
- Record linked automatically8c2a58f0ac2026-10-19 19:52:09, scoring_agentidentity id MBR-009320, confidence 0.984, method probabilistic, matched record CLM-429275, policy version 1
- Record linked automaticallyaf2f83650f2026-10-19 19:45:42, scoring_agentidentity id MBR-009320, confidence 0.984, method probabilistic, matched record CLM-429275, policy version 1
- Record linked automaticallyf326da62b22026-10-19 19:32:31, scoring_agentidentity id MBR-009320, confidence 0.984, method probabilistic, matched record CLM-429275, policy version 1
- Record linked automatically0976fa80632026-10-19 19:31:28, matching_agentidentity id MBR-038313, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138679