Record, CLM, bronze and silver
CLM-405086
Received 2026-05-18T02:59:38Z, line 83,770 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 | MARGARET | Margaret | Changed |
| Middle | R | R | Unchanged |
| Last name | MCCOY | McCoy | Changed |
| Date of birth | 1969-07-09 | 1969-07-09 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-88924-63 | UHC-88924-63 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | +1 584 230 1903 | 5842301903 | Parsed |
| null | — | Cleared | |
| Address | 4305 MEADOW LN | 4305 Meadow Ln | Changed |
| City | Denver | Denver | Unchanged |
| State | CO·· | CO | Changed |
| ZIP | 80235-6463 | 80235 | Changed |
| Group | ·GRP-4860 | GRP-4860 | Changed |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- margaret|mccoy
- Address key
- 4305|meadow|80235
- Canonical first
- margaret
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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-52230 | 1.00 | Scored | — | Auto-linked |
| ENR-106692 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-106691 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015706
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Margaret McCoy, 1969-07-09, 4 records, Verified
Evidence
Matched against TPA-52230
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically3c81c916fe2026-10-22 12:43:54, scoring_agentidentity id MBR-015706, confidence 0.997, method probabilistic, matched record TPA-52230, policy version 1
- Record linked automaticallyfa7c441bf22026-10-19 19:54:38, scoring_agentidentity id MBR-015706, confidence 0.997, method probabilistic, matched record TPA-52230, policy version 1
- Record linked automatically4c5de207122026-10-19 19:52:09, scoring_agentidentity id MBR-015706, confidence 0.997, method probabilistic, matched record TPA-52230, policy version 1
- Record linked automatically3a9841b3532026-10-19 19:45:42, scoring_agentidentity id MBR-015706, confidence 0.997, method probabilistic, matched record TPA-52230, policy version 1
- Record linked automaticallyf230a479812026-10-19 19:32:31, scoring_agentidentity id MBR-015706, confidence 0.997, method probabilistic, matched record TPA-52230, policy version 1
- Record linked automatically848641fa852026-10-19 19:31:28, scoring_agentidentity id MBR-017832, confidence 1, method probabilistic, matched record PRV-21511, policy version 1