Record, TPA, bronze and silver
TPA-62743
Received 2026-04-27T23:26:25Z, line 38,382 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 | daniel | Daniel | Changed |
| Middle | — | — | Unchanged |
| Last name | marshall | Marshall | Changed |
| Date of birth | 19401260 | — | Cleared |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-5596 | •••-••-5596 | Unchanged |
| Phone | 866-412-1691 | 8664121691 | Parsed |
| null·· | — | Cleared | |
| Address | 6761 Hillcrest Road | 6761 Hillcrest Rd | Changed |
| City | Nashville | Nashville | Unchanged |
| State | TN·· | TN | Changed |
| ZIP | 37286 | 37286 | Unchanged |
| Group | null | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.46
- Name key
- daniel|marshall
- Address key
- 6761|hillcrest|37286
- Canonical first
- daniel
Quality flags
9 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)
- 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
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| CLM-428867 | 1.00 | Scored | — | Auto-linked |
| CLM-428868 | 1.00 | Scored | — | Auto-linked |
| ENR-137844 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007503
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Daniel Marshall, 1940-12-06, 4 records, Verified
Evidence
Matched against CLM-428868
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically7c975b63b02026-10-19 19:54:38, scoring_agentidentity id MBR-007503, confidence 1, method probabilistic, matched record CLM-428868, policy version 1
- Record linked automatically2f4ccd73042026-10-19 19:52:09, scoring_agentidentity id MBR-007503, confidence 1, method probabilistic, matched record CLM-428868, policy version 1
- Record linked automatically39421dc2822026-10-19 19:45:42, scoring_agentidentity id MBR-007503, confidence 1, method probabilistic, matched record CLM-428868, policy version 1
- Record linked automatically30df6deca32026-10-19 19:32:31, scoring_agentidentity id MBR-007503, confidence 1, method probabilistic, matched record CLM-428868, policy version 1
- Record linked automatically07fab6cf942026-10-19 19:31:28, matching_agentidentity id MBR-011881, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138321