Record, CLM , bronze and silver
CLM-406638
Received 2026-08-21T21:14:17Z, line 8,258 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | AMY | Amy | Changed |
| Middle | — | — | Unchanged |
| Last name | DANIELS | Daniels | Changed |
| Date of birth | 2007-04-08 | 2007-04-08 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UHC-31366-36 | UHC-31366-36 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 756-802-2992 | 7568022992 | Parsed |
| - | — | Cleared | |
| Address | 1993 MAIN ST | 1993 Main St | Changed |
| City | ·SAN ANTONIO | San Antonio | Changed |
| State | ·TX | TX | Changed |
| ZIP | NULL | — | Cleared |
| Group | GRP-2637 | GRP-2637 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.46
- Name key
- amy|daniels
- Address key
- 1993|main|san antonio
- Canonical first
- amy
Quality flags
9 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| PRV-21944 | 1.00 | Scored | — | Auto-linked |
| ENR-108679 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-52921 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-029786
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Amy Daniels, 2007-04-08, 4 records, Verified
Evidence
Matched against PRV-21944
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automaticallye7e49451ea2026-10-19 19:54:38, scoring_agentidentity id MBR-029786, confidence 1, method probabilistic, matched record PRV-21944, policy version 1
- Record linked automatically9885d4d1882026-10-19 19:52:09, scoring_agentidentity id MBR-029786, confidence 1, method probabilistic, matched record PRV-21944, policy version 1
- Record linked automaticallye65479a6282026-10-19 19:45:42, scoring_agentidentity id MBR-029786, confidence 1, method probabilistic, matched record PRV-21944, policy version 1
- Record linked automatically3862cec23f2026-10-19 19:32:31, scoring_agentidentity id MBR-029786, confidence 1, method probabilistic, matched record PRV-21944, policy version 1
- Record linked automatically97daaf7e362026-10-19 19:31:28, matching_agentidentity id MBR-004887, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-52944