Record, CLM, bronze and silver
CLM-431536
Received 2026-08-19T09:13:41Z, line 27,754 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 | AMANDA | Amanda | Changed |
| Middle | O | O | Unchanged |
| Last name | LI | Li | Changed |
| Date of birth | Mar 22, 1968 | 1968-03-22 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 8177 RIDGE ROAD | 8177 Ridge Rd | Changed |
| City | GILBERT | Gilbert | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85282 | 85282 | Unchanged |
| Group | GRP-3121 | GRP-3121 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- amanda|li
- Address key
- 8177|ridge|85282
- Canonical first
- amanda
Quality flags
7 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)
- 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
- City re-casedCity re-cased to Title Case
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-431537 | 1.00 | Scored | — | Auto-linked |
| CLM-431534 | 1.00 | Scored | — | Auto-linked |
| CLM-431535 | 1.00 | Scored | — | Auto-linked |
| ENR-141418 | 0.81 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-033044
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Amanda Li, 1968-03-22, 5 records, Verified
Evidence
Matched against CLM-431534
| 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 automatically831e7509fe2026-10-19 19:54:38, scoring_agentidentity id MBR-033044, confidence 1, method probabilistic, matched record CLM-431534, policy version 1
- Record linked automaticallycc98823f092026-10-19 19:52:09, scoring_agentidentity id MBR-033044, confidence 1, method probabilistic, matched record CLM-431534, policy version 1
- Record linked automaticallyb9d00f95a32026-10-19 19:45:42, scoring_agentidentity id MBR-033044, confidence 1, method probabilistic, matched record CLM-431534, policy version 1
- Record linked automaticallye483f39a1b2026-10-19 19:32:31, scoring_agentidentity id MBR-033044, confidence 1, method probabilistic, matched record CLM-431534, policy version 1
- Record linked automatically0688f9803c2026-10-19 19:31:28, matching_agentidentity id MBR-018694, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431535