Record, CLM, bronze and silver
CLM-415545
Received 2026-06-10T10:15:24Z, line 50,373 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 | ·ANDY | Andy | Changed |
| Middle | — | — | Unchanged |
| Last name | ROMERO | Romero | Changed |
| Date of birth | Jan 6, 1986 | 1986-01-06 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | null | — | Cleared |
| andrew.romero17@yahoo.com | andrew.romero17@yahoo.com | Unchanged | |
| Address | 7154 HIGHLAND AVE | 7154 Highland Ave | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | NC | NC | Unchanged |
| ZIP | 28210 | 28210 | Unchanged |
| Group | GRP-7342 | GRP-7342 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- andrew|romero
- Address key
- 7154|highland|28210
- Canonical first
- andrew
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
- 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-120490 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-028338
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Andrew Romero, 1986-01-06, 2 records, Verified
Evidence
Matched against ENR-120490
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyba088b0f962026-10-22 12:43:54, scoring_agentidentity id MBR-028338, confidence 1, method probabilistic, matched record ENR-120490, policy version 1
- Record linked automaticallye4f117643e2026-10-19 19:54:38, scoring_agentidentity id MBR-028338, confidence 1, method probabilistic, matched record ENR-120490, policy version 1
- Record linked automaticallyf4f2a081942026-10-19 19:52:09, scoring_agentidentity id MBR-028338, confidence 1, method probabilistic, matched record ENR-120490, policy version 1
- Record linked automatically621e02e01c2026-10-19 19:45:42, scoring_agentidentity id MBR-028338, confidence 1, method probabilistic, matched record ENR-120490, policy version 1
- Record linked automatically45e8cccbda2026-10-19 19:32:31, scoring_agentidentity id MBR-028338, confidence 1, method probabilistic, matched record ENR-120490, policy version 1
- Record linked automatically45aea061f82026-10-19 19:31:28, scoring_agentidentity id MBR-003724, confidence 1, method probabilistic, matched record ENR-120356, policy version 1