Record, CLM, bronze and silver
CLM-421103
Received 2026-07-29T07:47:24Z , line 14,458 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 | ·Carol | Carol | Changed |
| Middle | — | — | Unchanged |
| Last name | Li | Li | Unchanged |
| Date of birth | 19820711 | 1982-07-11 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | - | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | null | — | Cleared |
| CAROL.LI@AOL.COM | carol.li@aol.com | Changed | |
| Address | 8392 ELM STREET | 8392 Elm St | Changed |
| City | Jacksonville | Jacksonville | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | - | — | Cleared |
| Group | GRP-0342 | GRP-0342 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.62
- Name key
- carol|li
- Address key
- 8392|elm|jacksonville
- Canonical first
- carol
Quality flags
7 raised during normalisation
- 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
- ZIP missingStreet address present but no ZIP supplied
- Email lower-casedEmail lower-cased
- 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
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003241
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Carol Li, 1982-07-11, 3 records, Verified
Evidence
Matched against TPA-59279
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallybff77b36ae2026-10-19 19:54:38, scoring_agentidentity id MBR-003241, confidence 0.925, method probabilistic, matched record TPA-59279, policy version 1
- Record linked automaticallybcefbd84a92026-10-19 19:52:08, scoring_agentidentity id MBR-003241, confidence 0.925, method probabilistic, matched record TPA-59279, policy version 1
- Record linked automaticallyfb35df2b0f2026-10-19 19:45:41, scoring_agentidentity id MBR-003241, confidence 0.925, method probabilistic, matched record TPA-59279, policy version 1
- Record linked automatically02291cbdf62026-10-19 19:32:31, scoring_agentidentity id MBR-003241, confidence 0.925, method probabilistic, matched record TPA-59279, policy version 1
- Record linked automatically21d25813472026-10-19 19:31:28, scoring_agentidentity id MBR-026319, confidence 1, method probabilistic, matched record CLM-421105, policy version 1