Record, TPA, bronze and silver
TPA-56499
Received 2026-02-27T23:39:27Z, line 83,949 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 | shirley | Shirley | Changed |
| Middle | — | — | Unchanged |
| Last name | ·lopez | Lopez | Changed |
| Date of birth | 06/04/1991 | 1991-06-04 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | 313-627-2862 | 3136272862 | Parsed |
| ·· | — | Unchanged | |
| Address | N/A | — | Cleared |
| City | NULL | — | Cleared |
| State | — | — | Unchanged |
| ZIP | N/A·· | — | Cleared |
| Group | - | — | Cleared |
| Plan | ···· | — | Unchanged |
- Quality score
- 0.76
- Name key
- shirley|lopez
- Address key
- —
- Canonical first
- shirley
Quality flags
6 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
- 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-414742 | 1.00 | Scored | — | Auto-linked |
| CLM-414743 | 0.83 | Scored | — | Sent to steward |
| CLM-414741 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-016386
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Shirley Lopez, 1991-06-04, 4 records, Verified
Evidence
Matched against CLM-414742
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallye1c30039b12026-10-22 12:43:54, scoring_agentidentity id MBR-016386, confidence 1, method probabilistic, matched record CLM-414742, policy version 1
- Record linked automatically40c3dcb3922026-10-19 19:54:38, scoring_agentidentity id MBR-016386, confidence 1, method probabilistic, matched record CLM-414742, policy version 1
- Record linked automatically4755d61dd02026-10-19 19:52:09, scoring_agentidentity id MBR-016386, confidence 1, method probabilistic, matched record CLM-414742, policy version 1
- Record linked automatically1167662d432026-10-19 19:45:42, scoring_agentidentity id MBR-016386, confidence 1, method probabilistic, matched record CLM-414742, policy version 1
- Record linked automatically2bfc71f7482026-10-19 19:32:31, scoring_agentidentity id MBR-016386, confidence 1, method probabilistic, matched record CLM-414742, policy version 1
- Record linked automaticallye689a990082026-10-19 19:31:28, scoring_agentidentity id MBR-018721, confidence 0.937, method probabilistic, matched record ENR-119597, policy version 1