Record, TPA, bronze and silver
TPA-55234
Received 2026-06-23T01:35:45Z, line 38,314 of the TPA feed
TPAScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | AHMAD | Ahmad | Changed |
| Middle | D | D | Unchanged |
| Last name | HICKS | Hicks | Changed |
| Date of birth | 08/28/1956 | 1956-08-28 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (640) 534-3050 | 6405343050 | Parsed |
| null | — | Cleared | |
| Address | 6618 Lincoln Way Apt 37 | 6618 Lincoln Way Apt 37 | Unchanged |
| City | Sacramento | Sacramento | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 95893 | 95893 | Unchanged |
| Group | GRP-0985 | GRP-0985 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.78
- Name key
- ahmad|hicks
- Address key
- 6618|lincoln|95893
- Canonical first
- ahmad
Quality flags
5 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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-411882 | 0.99 | Scored | — | Auto-linked |
| TPA-55236 | 0.78 | Scored | — | Sent to steward |
| TPA-55235 | 0.74 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-035071
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Ahmed Hicks, 1956-08-28, 4 records, Verified
Evidence
Matched against CLM-411882
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 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 automaticallydb49341da82026-10-19 19:54:39, scoring_agentidentity id MBR-035071, confidence 0.986, method probabilistic, matched record CLM-411882, policy version 1
- Record linked automatically1d9a8bd0072026-10-19 19:52:09, scoring_agentidentity id MBR-035071, confidence 0.986, method probabilistic, matched record CLM-411882, policy version 1
- Record linked automatically70635df7392026-10-19 19:45:42, scoring_agentidentity id MBR-035071, confidence 0.986, method probabilistic, matched record CLM-411882, policy version 1
- Record linked automaticallyd5859396422026-10-19 19:32:31, scoring_agentidentity id MBR-035071, confidence 0.986, method probabilistic, matched record CLM-411882, policy version 1
- Record linked automatically01fb7d2ec02026-10-19 19:31:28, scoring_agentidentity id MBR-016421, confidence 1, method probabilistic, matched record TPA-55235, policy version 1