Record, TPA, bronze and silver
TPA-58242
Received 2026-10-01T06:54:43Z, line 14,430 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 | Siingh, Carol | Carol | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Siingh | Changed |
| Date of birth | 9197-02-14 | — | Cleared |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | ·575-267-4334 | 5752674334 | Parsed |
| null | — | Cleared | |
| Address | 5749 CANYON ROAD | 5749 Canyon Rd | Changed |
| City | Las Vegas | Las Vegas | Unchanged |
| State | NV | NV | Unchanged |
| ZIP | 89107 | 89107 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | -·· | — | Cleared |
- Quality score
- 0.50
- Name key
- carol|siingh
- Address key
- 5749|canyon|89107
- Canonical first
- carol
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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-418652 | 0.99 | Scored | — | Auto-linked |
| TPA-58241 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015356
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Carol Singh, 1997-02-14, 3 records, Verified
Evidence
Matched against CLM-418652
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyf1ae63c9442026-10-22 12:43:54, scoring_agentidentity id MBR-015356, confidence 0.988, method probabilistic, matched record CLM-418652, policy version 1
- Record linked automaticallye6ed41ff5f2026-10-19 19:54:38, scoring_agentidentity id MBR-015356, confidence 0.988, method probabilistic, matched record CLM-418652, policy version 1
- Record linked automatically4cc69476492026-10-19 19:52:09, scoring_agentidentity id MBR-015356, confidence 0.988, method probabilistic, matched record CLM-418652, policy version 1
- Record linked automatically98107796fa2026-10-19 19:45:42, scoring_agentidentity id MBR-015356, confidence 0.988, method probabilistic, matched record CLM-418652, policy version 1
- Record linked automatically6e8258a8f02026-10-19 19:32:31, scoring_agentidentity id MBR-015356, confidence 0.988, method probabilistic, matched record CLM-418652, policy version 1
- Record linked automatically18b878df372026-10-19 19:31:28, scoring_agentidentity id MBR-030511, confidence 1, method probabilistic, matched record ENR-124713, policy version 1