Record, CLM, bronze and silver
CLM-416397
Received 2026-09-16T07:43:42Z, line 46,212 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 | Aisha | Aisha | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Chapman | Chapman | Unchanged |
| Date of birth | 1961-09-18 | 1961-09-18 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-86057-39 | UHC-86057-39 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | +1 225 469 7944 | 2254697944 | Parsed |
| N/A | — | Cleared | |
| Address | 4462 Cedar Lane #123 | 4462 Cedar Ln # 123 | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33191-5568 | 33191 | Changed |
| Group | GRP-8634 | GRP-8634 | Unchanged |
| Plan | ·OPTIONS-PPO | OPTIONS-PPO | Changed |
- Quality score
- 0.52
- Name key
- aisha|chapman
- Address key
- 4462|cedar|33191
- Canonical first
- aisha
Quality flags
6 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- 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 |
|---|---|---|---|---|
| PRV-24860 | 1.00 | Scored | — | Auto-linked |
| ENR-121549 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006076
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Aisha Chapman, 1961-09-18, 3 records, Verified
Evidence
Matched against PRV-24860
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallye6843741f72026-10-19 19:54:38, scoring_agentidentity id MBR-006076, confidence 1, method probabilistic, matched record PRV-24860, policy version 1
- Record linked automaticallycf7fea64d42026-10-19 19:52:08, scoring_agentidentity id MBR-006076, confidence 1, method probabilistic, matched record PRV-24860, policy version 1
- Record linked automaticallyc06cdd80e92026-10-19 19:45:42, scoring_agentidentity id MBR-006076, confidence 1, method probabilistic, matched record PRV-24860, policy version 1
- Record linked automaticallya2f94f36992026-10-19 19:32:31, scoring_agentidentity id MBR-006076, confidence 1, method probabilistic, matched record PRV-24860, policy version 1
- Record linked automatically0782bc37232026-10-19 19:31:28, matching_agentidentity id MBR-026816, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-416396