Record, CLM, bronze and silver
CLM-407081
Received 2026-05-13T17:18:14Z, line 3,438 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 | andrew | Andrew | Changed |
| Middle | R | R | Unchanged |
| Last name | fisher | Fisher | Changed |
| Date of birth | 1976-09-27·· | 1976-09-27 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-2735 | •••-••-2735 | Unchanged |
| Phone | — | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 6348 BAYSHORE DR | 6348 Bayshore Dr | Changed |
| City | ·TAMPA | Tampa | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33622 | 33622 | Unchanged |
| Group | ···· | — | Unchanged |
| Plan | options-ppo | OPTIONS-PPO | Changed |
- Quality score
- 0.60
- Name key
- andrew|fisher
- Address key
- 6348|bayshore|33622
- Canonical first
- andrew
Quality flags
8 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
- City re-casedCity re-cased to Title Case
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| CLM-407079 | 1.00 | Scored | — | Auto-linked |
| PRV-22084 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-109253 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-407080 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023097
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Andrew Fisher, 1976-09-27, 5 records, Verified
Evidence
Matched against CLM-407079
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically6dc31038442026-10-19 19:54:38, scoring_agentidentity id MBR-023097, confidence 1, method probabilistic, matched record CLM-407079, policy version 1
- Record linked automatically43cd9321c82026-10-19 19:52:09, scoring_agentidentity id MBR-023097, confidence 1, method probabilistic, matched record CLM-407079, policy version 1
- Record linked automatically428335e5412026-10-19 19:45:42, scoring_agentidentity id MBR-023097, confidence 1, method probabilistic, matched record CLM-407079, policy version 1
- Record linked automatically50c4393e482026-10-19 19:32:31, scoring_agentidentity id MBR-023097, confidence 1, method probabilistic, matched record CLM-407079, policy version 1
- Record linked automatically13b1f256102026-10-19 19:31:28, scoring_agentidentity id MBR-007392, confidence 1, method probabilistic, matched record TPA-53134, policy version 1