Record, CLM, bronze and silver
CLM-407311
Received 2026-10-14T20:52:57Z, line 32,492 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 | christopher | Christopher | Changed |
| Middle | B | B | Unchanged |
| Last name | cooper·· | Cooper | Changed |
| Date of birth | Apr 23, 1968 | 1968-04-23 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | NULL | — | Cleared |
| N/A | — | Cleared | |
| Address | 3094 Willow Ct | 3094 Willow Ct | Unchanged |
| City | ·Columbus | Columbus | Changed |
| State | ·OH | OH | Changed |
| ZIP | null | — | Cleared |
| Group | GRP-7579 | GRP-7579 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.64
- Name key
- christopher|cooper
- Address key
- 3094|willow|columbus
- Canonical first
- christopher
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| CLM-407310 | 0.93 | Scored | — | Auto-linked |
| TPA-53213 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-025349
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Christopher Cooper, 1968-04-23, 2 records, Verified
Evidence
Matched against CLM-407310
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
4 hash-chained entries for this record
- Record linked automatically4ef8d424be2026-10-19 19:54:38, scoring_agentidentity id MBR-025349, confidence 0.925, method probabilistic, matched record CLM-407310, policy version 1
- Record linked automatically099b2ffd472026-10-19 19:52:09, scoring_agentidentity id MBR-025349, confidence 0.925, method probabilistic, matched record CLM-407310, policy version 1
- Record linked automatically1f775f17882026-10-19 19:45:42, scoring_agentidentity id MBR-025349, confidence 0.925, method probabilistic, matched record CLM-407310, policy version 1
- Record linked automatically51613db65c2026-10-19 19:32:31, scoring_agentidentity id MBR-025349, confidence 0.925, method probabilistic, matched record CLM-407310, policy version 1