Record, CLM, bronze and silver
CLM-409986
Received 2026-07-18T12:43:55Z, line 26,373 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 | nicole | Nicole | Changed |
| Middle | — | — | Unchanged |
| Last name | hayes | Hayes | Changed |
| Date of birth | 1939-04-16 | 1939-04-16 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-0142 | •••-••-0142 | Unchanged |
| Phone | (717) 872-0107 | 7178720107 | Parsed |
| ·· | — | Unchanged | |
| Address | 695 Apache Blvd | 695 Apache Blvd | Unchanged |
| City | PLANO | Plano | Changed |
| State | TX | TX | Unchanged |
| ZIP | 75090-5655 | 75090 | Changed |
| Group | GRP-1530 | GRP-1530 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.64
- Name key
- nicole|hayes
- Address key
- 695|apache|75090
- Canonical first
- nicole
Quality flags
6 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
- City re-casedCity re-cased to Title Case
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| TPA-54368 | 1.00 | Scored | — | Auto-linked |
| TPA-54369 | 0.99 | Scored | — | Auto-linked |
| CLM-409987 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-038832
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Nicole Hayes, 1939-04-16, 4 records, Verified
Evidence
Matched against TPA-54368
| 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 automatically8457d1e4d92026-10-19 19:54:39, scoring_agentidentity id MBR-038832, confidence 1, method probabilistic, matched record TPA-54368, policy version 1
- Record linked automatically1073338bcc2026-10-19 19:52:09, scoring_agentidentity id MBR-038832, confidence 1, method probabilistic, matched record TPA-54368, policy version 1
- Record linked automatically3fde17de352026-10-19 19:45:42, scoring_agentidentity id MBR-038832, confidence 1, method probabilistic, matched record TPA-54368, policy version 1
- Record linked automaticallyf9929490ab2026-10-19 19:32:31, scoring_agentidentity id MBR-038832, confidence 1, method probabilistic, matched record TPA-54368, policy version 1
- Record linked automaticallydadc0dbc222026-10-19 19:31:28, matching_agentidentity id MBR-037549, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-113197