Record, CLM, bronze and silver
CLM-407351
Received 2026-05-31T06:50:08Z, line 22,052 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 | NICHOLSA | Nicholsa | Changed |
| Middle | — | — | Unchanged |
| Last name | ROMERO | Romero | Changed |
| Date of birth | 1978-12-26 | 1978-12-26 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-1537 | •••-••-1537 | Unchanged |
| Phone | N/A | — | Cleared |
| NULL | — | Cleared | |
| Address | 5771 Harbor Boulevard | 5771 Harbor Blvd | Changed |
| City | Denver | Denver | Unchanged |
| State | CO | CO | Unchanged |
| ZIP | 80215 | 80215 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.66
- Name key
- nicholsa|romero
- Address key
- 5771|harbor|80215
- Canonical first
- nicholsa
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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-407350 | 0.99 | Scored | — | Auto-linked |
| ENR-109626 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-022274
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Nicholas Romero, 1978-12-26, 3 records, Verified
Evidence
Matched against CLM-407350
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically4124175bb02026-10-22 12:43:54, scoring_agentidentity id MBR-022274, confidence 0.99, method probabilistic, matched record CLM-407350, policy version 1
- Record linked automatically3e7d03e3ba2026-10-19 19:54:38, scoring_agentidentity id MBR-022274, confidence 0.99, method probabilistic, matched record CLM-407350, policy version 1
- Record linked automatically524494697a2026-10-19 19:52:09, scoring_agentidentity id MBR-022274, confidence 0.99, method probabilistic, matched record CLM-407350, policy version 1
- Record linked automatically99eacf93362026-10-19 19:45:42, scoring_agentidentity id MBR-022274, confidence 0.99, method probabilistic, matched record CLM-407350, policy version 1
- Record linked automatically40a33d12492026-10-19 19:32:31, scoring_agentidentity id MBR-022274, confidence 0.99, method probabilistic, matched record CLM-407350, policy version 1
- Record linked automatically42216049072026-10-19 19:31:28, matching_agentidentity id MBR-023717, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-109633