Record, TPA, bronze and silver
TPA-59117
Received 2026-06-25T21:42:40Z, line 69,185 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 | Christina | Christina | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Nichols | Nichols | Unchanged |
| Date of birth | 0273-19-61 | — | Cleared |
| Gender | F | F | Unchanged |
| Member ID | ·- | — | Cleared |
| SSN | •••-••-2337 | •••-••-2337 | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 749 FOREST AVENUE·· | 749 Forest Ave | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93749-6008 | 93749 | Changed |
| Group | GRP-6126 | GRP-6126 | Unchanged |
| Plan | choice-plus-ppo | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.50
- Name key
- christina|nichols
- Address key
- 749|forest|93749
- Canonical first
- christina
Quality flags
7 raised during normalisation
- Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
- 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
- Plan code upper-casedPlan code upper-cased
- 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-59118 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-024734
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Christina Nichols, 1961-07-23, 2 records, Verified
Evidence
Matched against TPA-59118
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically5f0c9c6ef92026-10-19 19:54:38, scoring_agentidentity id MBR-024734, confidence 0.992, method probabilistic, matched record TPA-59118, policy version 1
- Record linked automaticallye286a487ac2026-10-19 19:52:09, scoring_agentidentity id MBR-024734, confidence 0.992, method probabilistic, matched record TPA-59118, policy version 1
- Record linked automatically94c62bdee42026-10-19 19:45:42, scoring_agentidentity id MBR-024734, confidence 0.992, method probabilistic, matched record TPA-59118, policy version 1
- Record linked automaticallyfef25342302026-10-19 19:32:31, scoring_agentidentity id MBR-024734, confidence 0.992, method probabilistic, matched record TPA-59118, policy version 1
- Record linked automatically810487c5ea2026-10-19 19:31:28, scoring_agentidentity id MBR-038452, confidence 1, method probabilistic, matched record TPA-59116, policy version 1