Record, CLM, bronze and silver
CLM-400631
Received 2026-10-12T00:23:57Z, line 40,440 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 | Changed |
| Middle | N | N | Unchanged |
| Last name | SPENCER | Spencer | Changed |
| Date of birth | Mar 13, 1956 | 1956-03-13 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-15892-51 | UHC-15892-51 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 239-325-7247 | 2393257247 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 9516 Valley View Dr | 9516 Valley View Dr | Unchanged |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85280 | 85280 | Unchanged |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.92
- Name key
- lauren|spencer
- Address key
- 9516|valley view|85280
- Canonical first
- lauren
Quality flags
4 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-50283 | 1.00 | Scored | — | Auto-linked |
| ENR-100844 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017286
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lauren Spencer, 1956-03-13, 3 records, Verified
Evidence
Matched against TPA-50283
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically6c4d726da12026-10-19 19:54:38, scoring_agentidentity id MBR-017286, confidence 1, method probabilistic, matched record TPA-50283, policy version 1
- Record linked automatically6ff7a5a1aa2026-10-19 19:52:09, scoring_agentidentity id MBR-017286, confidence 1, method probabilistic, matched record TPA-50283, policy version 1
- Record linked automaticallye6c39d590c2026-10-19 19:45:42, scoring_agentidentity id MBR-017286, confidence 1, method probabilistic, matched record TPA-50283, policy version 1
- Record linked automaticallya41d46b2ca2026-10-19 19:32:31, scoring_agentidentity id MBR-017286, confidence 1, method probabilistic, matched record TPA-50283, policy version 1
- Record linked automatically77cd5d97452026-10-19 19:31:28, scoring_agentidentity id MBR-029904, confidence 1, method probabilistic, matched record TPA-50272, policy version 1