Record, CLM, bronze and silver
CLM-423142
Received 2026-01-21T06:13:50Z, line 57,644 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 | ·Olivia | Olivia | Changed |
| Middle | — | — | Unchanged |
| Last name | Tucker | Tucker | Unchanged |
| Date of birth | 1946-05-01 | 1946-05-01 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-36764-81 | UHC-36764-81 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 5856017147 | 5856017147 | Unchanged |
| — | — | Unchanged | |
| Address | 6613 Highland Avenue | 6613 Highland Ave | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85780 | 85780 | Unchanged |
| Group | null | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.66
- Name key
- olivia|tucker
- Address key
- 6613|highland|85780
- Canonical first
- olivia
Quality flags
5 raised during normalisation
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| TPA-60169 | 1.00 | Scored | — | Auto-linked |
| CLM-423143 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-130288 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-001473
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Olivia Tucker, 1946-05-01, 4 records, Verified
Evidence
Matched against TPA-60169
| 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 automaticallybc1a970c9d2026-10-22 12:43:53, scoring_agentidentity id MBR-001473, confidence 1, method probabilistic, matched record TPA-60169, policy version 1
- Record linked automatically26a33cd1592026-10-19 19:54:38, scoring_agentidentity id MBR-001473, confidence 1, method probabilistic, matched record TPA-60169, policy version 1
- Record linked automaticallyb71d8d7e422026-10-19 19:52:08, scoring_agentidentity id MBR-001473, confidence 1, method probabilistic, matched record TPA-60169, policy version 1
- Record linked automaticallybf05e684a02026-10-19 19:45:41, scoring_agentidentity id MBR-001473, confidence 1, method probabilistic, matched record TPA-60169, policy version 1
- Record linked automaticallyf5c6b24e9d2026-10-19 19:32:31, scoring_agentidentity id MBR-001473, confidence 1, method probabilistic, matched record TPA-60169, policy version 1
- Record linked automatically4d1cc07e212026-10-19 19:31:28, scoring_agentidentity id MBR-002482, confidence 1, method probabilistic, matched record TPA-60176, policy version 1