Record, CLM, bronze and silver
CLM-423810
Received 2026-03-31T16:09:00Z, line 48,817 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 | NATALIE | Natalie | Changed |
| Middle | G | G | Unchanged |
| Last name | CRAWFORD | Crawford | Changed |
| Date of birth | 07/06/43 | 1943-07-06 | Parsed |
| Gender | ·M | M | Parsed |
| Member ID | UHC-94219-79 | UHC-94219-79 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (805) 669-0292 | 8056690292 | Parsed |
| NULL | — | Cleared | |
| Address | 6101 Forest Avenue | 6101 Forest Ave | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33144 | 33144 | Unchanged |
| Group | — | — | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- natalie|crawford
- Address key
- 6101|forest|33144
- Canonical first
- natalie
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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-423809 | 1.00 | Scored | — | Auto-linked |
| ENR-131141 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-131142 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-131143 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-023239
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Natalie Crawford, 1943-07-06, 5 records, Verified
Evidence
Matched against CLM-423809
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically542be34bed2026-10-22 12:43:54, scoring_agentidentity id MBR-023239, confidence 1, method probabilistic, matched record CLM-423809, policy version 1
- Record linked automatically88ed6f43b92026-10-19 19:54:38, scoring_agentidentity id MBR-023239, confidence 1, method probabilistic, matched record CLM-423809, policy version 1
- Record linked automatically512cd290372026-10-19 19:52:09, scoring_agentidentity id MBR-023239, confidence 1, method probabilistic, matched record CLM-423809, policy version 1
- Record linked automatically55dfc901c52026-10-19 19:45:42, scoring_agentidentity id MBR-023239, confidence 1, method probabilistic, matched record CLM-423809, policy version 1
- Record linked automatically2dbdf554372026-10-19 19:32:31, scoring_agentidentity id MBR-023239, confidence 1, method probabilistic, matched record CLM-423809, policy version 1
- Record linked automaticallye89ec4d3d22026-10-19 19:31:28, scoring_agentidentity id MBR-005476, confidence 1, method probabilistic, matched record TPA-60474, policy version 1