Record, CLM, bronze and silver
CLM-414191
Received 2026-07-02T15:35:02Z, line 35,305 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 | amber | Amber | Changed |
| Middle | — | — | Unchanged |
| Last name | ross | Ross | Changed |
| Date of birth | 1973-10-05 | 1973-10-05 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | ···· | — | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 4216368675 | 4216368675 | Unchanged |
| — | — | Unchanged | |
| Address | 9468 Pine Drive | 9468 Pine Dr | Changed |
| City | Las Vegas | Las Vegas | Unchanged |
| State | Nevada | NV | Changed |
| ZIP | 89178 | 89178 | Unchanged |
| Group | GRP-7653 | GRP-7653 | Unchanged |
| Plan | options-ppo | OPTIONS-PPO | Changed |
- Quality score
- 0.62
- Name key
- amber|ross
- Address key
- 9468|pine|89178
- Canonical first
- amber
Quality flags
7 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- Plan code upper-casedPlan code upper-cased
- 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-118605 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-007663
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Ambber Ross, 1973-10-05, 2 records, Verified
Evidence
Matched against ENR-118605
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically0bb5e677922026-10-22 12:43:54, scoring_agentidentity id MBR-007663, confidence 0.995, method probabilistic, matched record ENR-118605, policy version 1
- Record linked automaticallyaba4dd0ed42026-10-19 19:54:38, scoring_agentidentity id MBR-007663, confidence 0.995, method probabilistic, matched record ENR-118605, policy version 1
- Record linked automaticallybd5896c8b32026-10-19 19:52:09, scoring_agentidentity id MBR-007663, confidence 0.995, method probabilistic, matched record ENR-118605, policy version 1
- Record linked automatically072d1c95932026-10-19 19:45:42, scoring_agentidentity id MBR-007663, confidence 0.995, method probabilistic, matched record ENR-118605, policy version 1
- Record linked automatically90f51825ae2026-10-19 19:32:31, scoring_agentidentity id MBR-007663, confidence 0.995, method probabilistic, matched record ENR-118605, policy version 1
- Record linked automatically772f41fde52026-10-19 19:31:28, matching_agentidentity id MBR-001960, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-118630