Record, CLM, bronze and silver
CLM-407468
Received 2026-09-07T20:51:55Z, line 37,901 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 | Reynoolds, Christian | Christian | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Reynoolds | Changed |
| Date of birth | ·1969-04-15 | 1969-04-15 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-3964 | •••-••-3964 | Unchanged |
| Phone | null | — | Cleared |
| - | — | Cleared | |
| Address | 836 BAYSHORE DRIVE | 836 Bayshore Dr | Changed |
| City | PLANO | Plano | Changed |
| State | tx | TX | Changed |
| ZIP | 75001 | 75001 | Unchanged |
| Group | GRP-3610·· | GRP-3610 | Changed |
| Plan | — | — | Unchanged |
- Quality score
- 0.48
- Name key
- christian|reynoolds
- Address key
- 836|bayshore|75001
- Canonical first
- christian
Quality flags
8 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- State code upper-casedTwo-letter state code upper-cased
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-53275 | 0.99 | Scored | — | Auto-linked |
| CLM-407469 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-109787 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-407470 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005059
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Christian Reynolds, 1969-04-15, 6 records, Verified
Evidence
Matched against TPA-53275
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 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 automaticallycf08df48dc2026-10-19 19:54:38, scoring_agentidentity id MBR-005059, confidence 0.995, method probabilistic, matched record TPA-53275, policy version 1
- Record linked automatically3fde5f69042026-10-19 19:52:08, scoring_agentidentity id MBR-005059, confidence 0.995, method probabilistic, matched record TPA-53275, policy version 1
- Record linked automatically783b9352992026-10-19 19:45:42, scoring_agentidentity id MBR-005059, confidence 0.995, method probabilistic, matched record TPA-53275, policy version 1
- Record linked automatically25fbebf9e42026-10-19 19:32:31, scoring_agentidentity id MBR-005059, confidence 0.995, method probabilistic, matched record TPA-53275, policy version 1
- Record linked automatically96d84f70392026-10-19 19:31:28, matching_agentidentity id MBR-025871, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-109766