Record, CLM, bronze and silver
CLM-428000
Received 2026-09-09T16:59:57Z, line 6,465 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 | Gilbert, Daniel | Daniel | Changed |
| Middle | E | E | Unchanged |
| Last name | — | Gilbert | Changed |
| Date of birth | 1938-08-24 | 1938-08-24 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-0983 | •••-••-0983 | Unchanged |
| Phone | (265) 844-1156 | 2658441156 | Parsed |
| null | — | Cleared | |
| Address | ·9403 Market Street | 9403 Market St | Changed |
| City | Tampa | Tampa | Unchanged |
| State | fl | FL | Changed |
| ZIP | 33624 | 33624 | Unchanged |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.50
- Name key
- daniel|gilbert
- Address key
- 9403|market|33624
- Canonical first
- daniel
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- State code upper-casedTwo-letter state code upper-cased
- 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-427999 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022826
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Daniel Gilbert, 1938-08-24, 2 records, Verified
Evidence
Matched against CLM-427999
| 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 automatically87782d087f2026-10-19 19:54:38, scoring_agentidentity id MBR-022826, confidence 1, method probabilistic, matched record CLM-427999, policy version 1
- Record linked automatically84baafb8332026-10-19 19:52:09, scoring_agentidentity id MBR-022826, confidence 1, method probabilistic, matched record CLM-427999, policy version 1
- Record linked automatically0145042a6f2026-10-19 19:45:42, scoring_agentidentity id MBR-022826, confidence 1, method probabilistic, matched record CLM-427999, policy version 1
- Record linked automatically2d481ef5052026-10-19 19:32:31, scoring_agentidentity id MBR-022826, confidence 1, method probabilistic, matched record CLM-427999, policy version 1
- Record linked automaticallyafd326fd102026-10-19 19:31:28, scoring_agentidentity id MBR-005399, confidence 1, method probabilistic, matched record TPA-62312, policy version 1