Record, CLM, bronze and silver
CLM-423493
Received 2026-05-12T06:53:34Z, line 82,480 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 | Lauren | Lauren | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Cooper·· | Cooper | Changed |
| Date of birth | Sep 13, 1986 | 1986-09-13 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | null·· | — | Cleared |
| SSN | ·· | — | Unchanged |
| Phone | (418) 208-9953 | 4182089953 | Parsed |
| NULL·· | — | Cleared | |
| Address | 5928 Church Street | 5928 Church St | Changed |
| City | Denver | Denver | Unchanged |
| State | CO·· | CO | Changed |
| ZIP | 80224 | 80224 | Unchanged |
| Group | GRP-0208 | GRP-0208 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.76
- Name key
- lauren|cooper
- Address key
- 5928|church|80224
- Canonical first
- lauren
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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-130707 | 1.00 | Scored | — | Auto-linked |
| ENR-130708 | 0.99 | Scored | — | Auto-linked |
| TPA-60338 | 0.83 | Scored | — | Sent to steward |
| TPA-60337 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007216
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lauren Cooper, 1986-09-13, 5 records, Verified
Evidence
Matched against ENR-130707
| 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 automaticallyaf9129f4f22026-10-19 19:54:38, scoring_agentidentity id MBR-007216, confidence 1, method probabilistic, matched record ENR-130707, policy version 1
- Record linked automatically66466affa02026-10-19 19:52:09, scoring_agentidentity id MBR-007216, confidence 1, method probabilistic, matched record ENR-130707, policy version 1
- Record linked automatically91d4e29fa82026-10-19 19:45:42, scoring_agentidentity id MBR-007216, confidence 1, method probabilistic, matched record ENR-130707, policy version 1
- Record linked automaticallya603273ac52026-10-19 19:32:31, scoring_agentidentity id MBR-007216, confidence 1, method probabilistic, matched record ENR-130707, policy version 1
- Record linked automatically272df226da2026-10-19 19:31:28, scoring_agentidentity id MBR-023934, confidence 1, method probabilistic, matched record TPA-60342, policy version 1