Record, CLM, bronze and silver
CLM-415986
Received 2026-07-14T20:45:53Z, line 59,108 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 | PAT | Pat | Changed |
| Middle | — | — | Unchanged |
| Last name | ·FISHER | Fisher | Changed |
| Date of birth | 1985-08-03 | 1985-08-03 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | (777) 329-5953 | 7773295953 | Parsed |
| null | — | Cleared | |
| Address | 8910 CAMELBACK ROAD | 8910 Camelback Rd | Changed |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | ·75099 | 75099 | Changed |
| Group | GRP-7287 | GRP-7287 | Unchanged |
| Plan | navigate-hmo | NAVIGATE-HMO | Changed |
- Quality score
- 0.74
- Name key
- patricia|fisher
- Address key
- 8910|camelback|75099
- Canonical first
- patricia
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- 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 |
|---|---|---|---|---|
| TPA-56997 | 0.99 | Scored | — | Auto-linked |
| PRV-24746 | 0.83 | Scored | — | Sent to steward |
| ENR-121056 | 0.78 | Scored | — | Sent to steward |
| PRV-24747 | 0.75 | Scored | — | Sent to steward |
| CLM-415987 | 0.74 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008563
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Patrick Fisher, 1985-08-03, 6 records, Verified
Evidence
Matched against TPA-56997
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically674e936bb02026-10-19 19:54:38, scoring_agentidentity id MBR-008563, confidence 0.99, method probabilistic, matched record TPA-56997, policy version 1
- Record linked automatically3b33b6b7302026-10-19 19:52:09, scoring_agentidentity id MBR-008563, confidence 0.99, method probabilistic, matched record TPA-56997, policy version 1
- Record linked automatically072733e5252026-10-19 19:45:42, scoring_agentidentity id MBR-008563, confidence 0.99, method probabilistic, matched record TPA-56997, policy version 1
- Record linked automaticallycb06f9c7af2026-10-19 19:32:31, scoring_agentidentity id MBR-008563, confidence 0.99, method probabilistic, matched record TPA-56997, policy version 1
- Record linked automaticallye065b2f2bf2026-10-19 19:31:28, scoring_agentidentity id MBR-002427, confidence 0.997, method probabilistic, matched record TPA-56936, policy version 1