Probabilistic merge-candidate review queue
curl --request GET \
--url https://api.orbit.devotel.io/api/v1/cdp/identity/merge-candidatesimport requests
url = "https://api.orbit.devotel.io/api/v1/cdp/identity/merge-candidates"
response = requests.get(url)
print(response.text)const options = {method: 'GET'};
fetch('https://api.orbit.devotel.io/api/v1/cdp/identity/merge-candidates', options)
.then(res => res.json())
.then(res => console.log(res))
.catch(err => console.error(err));<?php
$curl = curl_init();
curl_setopt_array($curl, [
CURLOPT_URL => "https://api.orbit.devotel.io/api/v1/cdp/identity/merge-candidates",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "GET",
]);
$response = curl_exec($curl);
$err = curl_error($curl);
curl_close($curl);
if ($err) {
echo "cURL Error #:" . $err;
} else {
echo $response;
}package main
import (
"fmt"
"net/http"
"io"
)
func main() {
url := "https://api.orbit.devotel.io/api/v1/cdp/identity/merge-candidates"
req, _ := http.NewRequest("GET", url, nil)
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}HttpResponse<String> response = Unirest.get("https://api.orbit.devotel.io/api/v1/cdp/identity/merge-candidates")
.asString();require 'uri'
require 'net/http'
url = URI("https://api.orbit.devotel.io/api/v1/cdp/identity/merge-candidates")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Get.new(url)
response = http.request(request)
puts response.read_body{
"data": {
"thresholds": {
"auto_merge": 0.9,
"review": 0.6
},
"min_confidence": 0.6,
"include_auto_merge": true,
"limit": 50,
"scanned_contacts": 420,
"total_candidates": 1,
"truncated": false,
"count": 1,
"candidates": [
{
"candidate_id": "idcand_cnt_01J8Z9K_cnt_01J8Z9L",
"confidence": 0.93,
"band": "auto_merge",
"primary_id": "cnt_01J8Z9K3P4Q5R6S7T8U9V0W1X2",
"secondary_id": "cnt_01J8Z9K3P4Q5R6S7T8U9V0W1X9",
"reasons": [
"email_exact_match"
],
"signals": [
{
"key": "email",
"similarity": 1,
"weight": 0.4
}
],
"contact_primary": {
"id": "cnt_01J8Z9K3P4Q5R6S7T8U9V0W1X2",
"name": "Sam Reyes",
"email": "sam.reyes@example.com",
"phone": "+15550101234",
"company": "Nimbus Corp",
"tags": [],
"last_activity": "2026-09-01T14:00:00.000Z"
},
"contact_secondary": {
"id": "cnt_01J8Z9K3P4Q5R6S7T8U9V0W1X9",
"name": "S. Reyes",
"email": "sam.reyes@example.com",
"phone": null,
"company": "Nimbus",
"tags": [],
"last_activity": null
}
}
]
},
"meta": {
"request_id": "req_01J9A2B3C4D5E6F7G8H9J1",
"timestamp": "2026-09-03T09:30:00.000Z"
}
}{
"error": {
"code": "<string>",
"message": "<string>",
"status": 123,
"details": {}
},
"meta": {
"request_id": "<string>",
"timestamp": "2023-11-07T05:31:56Z",
"docs_url": "<string>"
}
}{
"error": {
"code": "<string>",
"message": "<string>",
"status": 123,
"details": {}
},
"meta": {
"request_id": "<string>",
"timestamp": "2023-11-07T05:31:56Z",
"docs_url": "<string>"
}
}{
"error": {
"code": "<string>",
"message": "<string>",
"status": 123,
"details": {}
},
"meta": {
"request_id": "<string>",
"timestamp": "2023-11-07T05:31:56Z",
"docs_url": "<string>"
}
}{
"error": {
"code": "RATE_LIMITED",
"message": "<string>",
"status": 429,
"retry_after": 2
},
"meta": {
"request_id": "<string>",
"timestamp": "2023-11-07T05:31:56Z",
"docs_url": "<string>"
}
}{
"error": {
"code": "<string>",
"message": "<string>",
"status": 123,
"details": {}
},
"meta": {
"request_id": "<string>",
"timestamp": "2023-11-07T05:31:56Z",
"docs_url": "<string>"
}
}CDP
Probabilistic merge-candidate review queue
Confidence-scored merge candidates for the CDP Identity Rules review queue. Scans the tenant’s contacts, blocks them into phone-area / email-domain shards, scores every in-shard pair with the probabilistic identity kernel, and returns the ranked candidates at/above min_confidence. READ-ONLY — it derives candidates on the fly and never merges or mutates a contact.
GET
/
api
/
v1
/
cdp
/
identity
/
merge-candidates
Probabilistic merge-candidate review queue
curl --request GET \
--url https://api.orbit.devotel.io/api/v1/cdp/identity/merge-candidatesimport requests
url = "https://api.orbit.devotel.io/api/v1/cdp/identity/merge-candidates"
response = requests.get(url)
print(response.text)const options = {method: 'GET'};
fetch('https://api.orbit.devotel.io/api/v1/cdp/identity/merge-candidates', options)
.then(res => res.json())
.then(res => console.log(res))
.catch(err => console.error(err));<?php
$curl = curl_init();
curl_setopt_array($curl, [
CURLOPT_URL => "https://api.orbit.devotel.io/api/v1/cdp/identity/merge-candidates",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "GET",
]);
$response = curl_exec($curl);
$err = curl_error($curl);
curl_close($curl);
if ($err) {
echo "cURL Error #:" . $err;
} else {
echo $response;
}package main
import (
"fmt"
"net/http"
"io"
)
func main() {
url := "https://api.orbit.devotel.io/api/v1/cdp/identity/merge-candidates"
req, _ := http.NewRequest("GET", url, nil)
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}HttpResponse<String> response = Unirest.get("https://api.orbit.devotel.io/api/v1/cdp/identity/merge-candidates")
.asString();require 'uri'
require 'net/http'
url = URI("https://api.orbit.devotel.io/api/v1/cdp/identity/merge-candidates")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Get.new(url)
response = http.request(request)
puts response.read_body{
"data": {
"thresholds": {
"auto_merge": 0.9,
"review": 0.6
},
"min_confidence": 0.6,
"include_auto_merge": true,
"limit": 50,
"scanned_contacts": 420,
"total_candidates": 1,
"truncated": false,
"count": 1,
"candidates": [
{
"candidate_id": "idcand_cnt_01J8Z9K_cnt_01J8Z9L",
"confidence": 0.93,
"band": "auto_merge",
"primary_id": "cnt_01J8Z9K3P4Q5R6S7T8U9V0W1X2",
"secondary_id": "cnt_01J8Z9K3P4Q5R6S7T8U9V0W1X9",
"reasons": [
"email_exact_match"
],
"signals": [
{
"key": "email",
"similarity": 1,
"weight": 0.4
}
],
"contact_primary": {
"id": "cnt_01J8Z9K3P4Q5R6S7T8U9V0W1X2",
"name": "Sam Reyes",
"email": "sam.reyes@example.com",
"phone": "+15550101234",
"company": "Nimbus Corp",
"tags": [],
"last_activity": "2026-09-01T14:00:00.000Z"
},
"contact_secondary": {
"id": "cnt_01J8Z9K3P4Q5R6S7T8U9V0W1X9",
"name": "S. Reyes",
"email": "sam.reyes@example.com",
"phone": null,
"company": "Nimbus",
"tags": [],
"last_activity": null
}
}
]
},
"meta": {
"request_id": "req_01J9A2B3C4D5E6F7G8H9J1",
"timestamp": "2026-09-03T09:30:00.000Z"
}
}{
"error": {
"code": "<string>",
"message": "<string>",
"status": 123,
"details": {}
},
"meta": {
"request_id": "<string>",
"timestamp": "2023-11-07T05:31:56Z",
"docs_url": "<string>"
}
}{
"error": {
"code": "<string>",
"message": "<string>",
"status": 123,
"details": {}
},
"meta": {
"request_id": "<string>",
"timestamp": "2023-11-07T05:31:56Z",
"docs_url": "<string>"
}
}{
"error": {
"code": "<string>",
"message": "<string>",
"status": 123,
"details": {}
},
"meta": {
"request_id": "<string>",
"timestamp": "2023-11-07T05:31:56Z",
"docs_url": "<string>"
}
}{
"error": {
"code": "RATE_LIMITED",
"message": "<string>",
"status": 429,
"retry_after": 2
},
"meta": {
"request_id": "<string>",
"timestamp": "2023-11-07T05:31:56Z",
"docs_url": "<string>"
}
}{
"error": {
"code": "<string>",
"message": "<string>",
"status": 123,
"details": {}
},
"meta": {
"request_id": "<string>",
"timestamp": "2023-11-07T05:31:56Z",
"docs_url": "<string>"
}
}Response
Ranked merge candidates with confidence, band, reasons, per-signal breakdown, and PII-masked primary/secondary contact snapshots — plus scan totals and the truncation flag.
Ranked merge candidates with confidence, band, reasons, per-signal breakdown, and PII-masked primary/secondary contact snapshots — plus scan totals and the truncation flag.