Record, CLM, bronze and silver
CLM-414984
Received 2026-01-07T13:39:31Z, line 18,515 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 | JUDITH | Judith | Changed |
| Middle | — | — | Unchanged |
| Last name | ROMERO | Romero | Changed |
| Date of birth | 1965-12-01 | 1965-12-01 | Unchanged |
| Gender | Female·· | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | - | — | Cleared |
| Phone | 6459399856·· | 6459399856 | Parsed |
| - | — | Cleared | |
| Address | 1753 River Rd | 1753 River Rd | Unchanged |
| City | AUSTIN | Austin | Changed |
| State | TX | TX | Unchanged |
| ZIP | 78784 | 78784 | Unchanged |
| Group | GRP-7727 | GRP-7727 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.78
- Name key
- judith|romero
- Address key
- 1753|river|78784
- Canonical first
- judith
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| ENR-119714 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002088
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Judith Romero, 1965-12-01, 2 records, Verified
Evidence
Matched against ENR-119714
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd4164713752026-10-19 19:54:38, scoring_agentidentity id MBR-002088, confidence 1, method probabilistic, matched record ENR-119714, policy version 1
- Record linked automatically8e36c0bd372026-10-19 19:52:08, scoring_agentidentity id MBR-002088, confidence 1, method probabilistic, matched record ENR-119714, policy version 1
- Record linked automatically41780432502026-10-19 19:45:41, scoring_agentidentity id MBR-002088, confidence 1, method probabilistic, matched record ENR-119714, policy version 1
- Record linked automatically0ce81b63b32026-10-19 19:32:31, scoring_agentidentity id MBR-002088, confidence 1, method probabilistic, matched record ENR-119714, policy version 1
- Record linked automatically7d93fb91b22026-10-19 19:31:28, matching_agentidentity id MBR-025795, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414981