Record, CLM, bronze and silver
CLM-409349
Received 2026-02-03T02:32:46Z, line 36,064 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 | matthew | Matthew | Changed |
| Middle | R | R | Unchanged |
| Last name | romero | Romero | Changed |
| Date of birth | 08-07-1972 | 1972-07-08 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | - | — | Cleared |
| NULL·· | — | Cleared | |
| Address | 138 Market Street | 138 Market St | Changed |
| City | ·Tempe | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-7902 | GRP-7902 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.48
- Name key
- matthew|romero
- Address key
- 138|market|tempe
- Canonical first
- matthew
Quality flags
8 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
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| CLM-409348 | 0.93 | Scored | — | Auto-linked |
| TPA-54054 | 0.93 | Scored | — | Auto-linked |
| ENR-112309 | 0.93 | Scored | — | Auto-linked |
| TPA-54055 | 0.93 | Scored | — | Auto-linked |
| TPA-54053 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000076
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Matthew Romero, 1972-07-08, 6 records, Verified
Evidence
Matched against CLM-409348
| 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 automaticallyd5617736272026-10-19 19:54:38, scoring_agentidentity id MBR-000076, confidence 0.925, method probabilistic, matched record CLM-409348, policy version 1
- Record linked automatically5ffee3128c2026-10-19 19:52:08, scoring_agentidentity id MBR-000076, confidence 0.925, method probabilistic, matched record CLM-409348, policy version 1
- Record linked automaticallybdfb3f9c9d2026-10-19 19:45:41, scoring_agentidentity id MBR-000076, confidence 0.925, method probabilistic, matched record CLM-409348, policy version 1
- Record linked automatically198132a2dd2026-10-19 19:32:30, scoring_agentidentity id MBR-000076, confidence 0.925, method probabilistic, matched record CLM-409348, policy version 1
- Record linked automatically2ad5e5e4e42026-10-19 19:31:28, scoring_agentidentity id MBR-000420, confidence 0.981, method probabilistic, matched record ENR-112342, policy version 1