Record, CLM, bronze and silver
CLM-426188
Received 2026-09-16T17:54:43Z, line 19,785 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 | MARK | Mark | Changed |
| Middle | — | — | Unchanged |
| Last name | ·MARQUEZ | Marquez | Changed |
| Date of birth | 2/28/1953 | 1953-02-28 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 710-642-7661·· | 7106427661 | Parsed |
| NULL | — | Cleared | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | ···· | — | Unchanged |
| ZIP | null·· | — | Cleared |
| Group | GRP-0985 | GRP-0985 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.90
- Name key
- mark|marquez
- Address key
- —
- Canonical first
- mark
Quality flags
5 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-61562 | 1.00 | Scored | — | Auto-linked |
| CLM-426189 | 1.00 | Scored | — | Auto-linked |
| PRV-27718 | 1.00 | Scored | — | Auto-linked |
| ENR-134305 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-025572
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Mark Marquez, 1953-02-28, 5 records, Verified
Evidence
Matched against TPA-61562
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically5b61eed0c12026-10-19 19:54:38, scoring_agentidentity id MBR-025572, confidence 1, method probabilistic, matched record TPA-61562, policy version 1
- Record linked automaticallya156d0d2db2026-10-19 19:52:09, scoring_agentidentity id MBR-025572, confidence 1, method probabilistic, matched record TPA-61562, policy version 1
- Record linked automaticallyf398af16302026-10-19 19:45:42, scoring_agentidentity id MBR-025572, confidence 1, method probabilistic, matched record TPA-61562, policy version 1
- Record linked automaticallye21d77b7dc2026-10-19 19:32:31, scoring_agentidentity id MBR-025572, confidence 1, method probabilistic, matched record TPA-61562, policy version 1
- Record linked automaticallyfce0ddbd6f2026-10-19 19:31:28, matching_agentidentity id MBR-007615, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-134604