Record, TPA, bronze and silver
TPA-61214
Received 2026-06-01T03:47:56Z, line 39,067 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 | LAUREN | Lauren | Changed |
| Middle | — | — | Unchanged |
| Last name | FRENKLIN | Frenklin | Changed |
| Date of birth | 0823-16-91 | — | Cleared |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-1170 | •••-••-1170 | Parsed |
| Phone | 645.391.9863 | 6453919863 | Parsed |
| — | — | Unchanged | |
| Address | UNKNOWN·· | — | Cleared |
| City | — | — | Unchanged |
| State | N/A | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | — | — | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.66
- Name key
- lauren|frenklin
- Address key
- —
- Canonical first
- lauren
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated 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 |
|---|---|---|---|---|
| CLM-425406 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007457
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Lauren Franklin, 1961-08-23, 3 records, Verified
Evidence
Matched against CLM-425406
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 3.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallydce08a2dab2026-10-19 19:54:38, scoring_agentidentity id MBR-007457, confidence 0.983, method probabilistic, matched record CLM-425406, policy version 1
- Record linked automatically6fe1e2d8952026-10-19 19:52:09, scoring_agentidentity id MBR-007457, confidence 0.983, method probabilistic, matched record CLM-425406, policy version 1
- Record linked automatically97f0e0b8382026-10-19 19:45:42, scoring_agentidentity id MBR-007457, confidence 0.983, method probabilistic, matched record CLM-425406, policy version 1
- Record linked automatically28ccf011612026-10-19 19:32:31, scoring_agentidentity id MBR-007457, confidence 0.983, method probabilistic, matched record CLM-425406, policy version 1
- Record linked automatically3d99f9e4322026-10-19 19:31:28, scoring_agentidentity id MBR-033966, confidence 1, method probabilistic, matched record TPA-61213, policy version 1