diff --git "a/landing/map/companies/000720.json" "b/landing/map/companies/000720.json"
--- "a/landing/map/companies/000720.json"
+++ "b/landing/map/companies/000720.json"
@@ -18,20 +18,6 @@
       "stage": "raw",
       "revenue": 227332
     },
-    {
-      "stockCode": "023160",
-      "corpName": "태광",
-      "industry": "steel",
-      "stage": "product",
-      "revenue": 2970
-    },
-    {
-      "stockCode": "002220",
-      "corpName": "한일철강",
-      "industry": "electronics",
-      "stage": "component",
-      "revenue": 1964
-    },
     {
       "stockCode": "000270",
       "corpName": "기아",
@@ -40,81 +26,39 @@
       "revenue": 1141409
     },
     {
-      "stockCode": "000370",
-      "corpName": "한화손해보험",
-      "industry": "aerospace",
-      "stage": "",
-      "revenue": 0
-    },
-    {
-      "stockCode": "014280",
-      "corpName": "금강공업",
-      "industry": "construction",
-      "stage": "general",
-      "revenue": 8022
-    },
-    {
-      "stockCode": "017800",
-      "corpName": "현대엘리베이터",
-      "industry": "shipbuilding",
-      "stage": "shipping",
-      "revenue": 24674
-    },
-    {
-      "stockCode": "267250",
-      "corpName": "HD현대",
-      "industry": "shipbuilding",
-      "stage": "build",
-      "revenue": 712594
-    },
-    {
-      "stockCode": "267260",
-      "corpName": "HD현대일렉트릭",
-      "industry": "shipbuilding",
-      "stage": "",
-      "revenue": 40795
+      "stockCode": "250060",
+      "corpName": "모비스",
+      "industry": "auto",
+      "stage": "powertrain",
+      "revenue": 51
     },
     {
-      "stockCode": "005380",
-      "corpName": "현대자동차",
+      "stockCode": "012330",
+      "corpName": "현대모비스",
       "industry": "auto",
       "stage": "oem",
-      "revenue": 1862545
+      "revenue": 611181
     },
     {
-      "stockCode": "014620",
-      "corpName": "성광벤드",
-      "industry": "steel",
-      "stage": "processing",
-      "revenue": 2457
+      "stockCode": "214320",
+      "corpName": "이노션",
+      "industry": "media",
+      "stage": "platform",
+      "revenue": 21460
     },
     {
-      "stockCode": "024880",
-      "corpName": "케이피에프",
+      "stockCode": "004560",
+      "corpName": "현대비앤지스틸",
       "industry": "steel",
-      "stage": "processing",
-      "revenue": 7439
+      "stage": "product",
+      "revenue": 7413
     },
     {
-      "stockCode": "079430",
-      "corpName": "현대리바트",
-      "industry": "paper",
+      "stockCode": "064350",
+      "corpName": "현대로템",
+      "industry": "railroad",
       "stage": "general",
-      "revenue": 15462
-    },
-    {
-      "stockCode": "029460",
-      "corpName": "케이씨",
-      "industry": "energy",
-      "stage": "distribution",
-      "revenue": 7973
-    },
-    {
-      "stockCode": "002380",
-      "corpName": "케이씨씨",
-      "industry": "construction",
-      "stage": "material",
-      "revenue": 64838
+      "revenue": 58390
     },
     {
       "stockCode": "086280",
@@ -124,32 +68,67 @@
       "revenue": 295664
     },
     {
-      "stockCode": "180060",
-      "corpName": "탑선",
+      "stockCode": "011210",
+      "corpName": "현대위아",
+      "industry": "auto",
+      "stage": "chassis",
+      "revenue": 84816
+    },
+    {
+      "stockCode": "038880",
+      "corpName": "아이에이",
       "industry": "electronics",
-      "stage": "module",
-      "revenue": 0
+      "stage": "set",
+      "revenue": 412
     },
     {
-      "stockCode": "064350",
-      "corpName": "현대로템",
-      "industry": "railroad",
-      "stage": "general",
-      "revenue": 58390
+      "stockCode": "307950",
+      "corpName": "현대오토에버",
+      "industry": "software",
+      "stage": "platform",
+      "revenue": 42521
     },
     {
-      "stockCode": "344820",
-      "corpName": "케이씨씨글라스",
+      "stockCode": "001520",
+      "corpName": "동양",
       "industry": "construction",
       "stage": "general",
-      "revenue": 19006
+      "revenue": 6306
     },
     {
-      "stockCode": "034020",
-      "corpName": "두산에너빌리티",
-      "industry": "machinery",
+      "stockCode": "099220",
+      "corpName": "SDN",
+      "industry": "energy",
+      "stage": "generation",
+      "revenue": 875
+    },
+    {
+      "stockCode": "011810",
+      "corpName": "STX",
+      "industry": "food",
+      "stage": "raw",
+      "revenue": 6413
+    },
+    {
+      "stockCode": "011200",
+      "corpName": "HMM",
+      "industry": "shipbuilding",
+      "stage": "build",
+      "revenue": 108914
+    },
+    {
+      "stockCode": "001260",
+      "corpName": "남광토건",
+      "industry": "construction",
       "stage": "general",
-      "revenue": 170579
+      "revenue": 3574
+    },
+    {
+      "stockCode": "005380",
+      "corpName": "현대자동차",
+      "industry": "auto",
+      "stage": "oem",
+      "revenue": 1862545
     },
     {
       "stockCode": "001500",
@@ -159,74 +138,60 @@
       "revenue": 0
     },
     {
-      "stockCode": "009240",
-      "corpName": "한샘",
+      "stockCode": "002410",
+      "corpName": "범양건영",
       "industry": "construction",
       "stage": "general",
-      "revenue": 17445
-    },
-    {
-      "stockCode": "047050",
-      "corpName": "포스코인터내셔널",
-      "industry": "steel",
-      "stage": "raw",
-      "revenue": 323736
-    },
-    {
-      "stockCode": "023410",
-      "corpName": "유진기업",
-      "industry": "construction",
-      "stage": "material",
-      "revenue": 13327
+      "revenue": 718
     },
     {
-      "stockCode": "317120",
-      "corpName": "라닉스",
-      "industry": "software",
-      "stage": "ai",
-      "revenue": 75
+      "stockCode": "005960",
+      "corpName": "동부건설",
+      "industry": "aerospace",
+      "stage": "airline",
+      "revenue": 17586
     },
     {
-      "stockCode": "011200",
-      "corpName": "HMM",
-      "industry": "shipbuilding",
-      "stage": "build",
-      "revenue": 108914
+      "stockCode": "079430",
+      "corpName": "현대리바트",
+      "industry": "paper",
+      "stage": "general",
+      "revenue": 15462
     },
     {
-      "stockCode": "038880",
-      "corpName": "아이에이",
-      "industry": "electronics",
-      "stage": "set",
-      "revenue": 412
+      "stockCode": "298040",
+      "corpName": "효성중공업",
+      "industry": "chemical",
+      "stage": "basic",
+      "revenue": 59685
     },
     {
-      "stockCode": "307950",
-      "corpName": "현대오토에버",
-      "industry": "software",
-      "stage": "platform",
-      "revenue": 42521
+      "stockCode": "160550",
+      "corpName": "NEW",
+      "industry": "finance",
+      "stage": "securities",
+      "revenue": 1427
     },
     {
-      "stockCode": "099220",
-      "corpName": "SDN",
+      "stockCode": "029460",
+      "corpName": "케이씨",
       "industry": "energy",
-      "stage": "generation",
-      "revenue": 875
+      "stage": "distribution",
+      "revenue": 7973
     },
     {
-      "stockCode": "004560",
-      "corpName": "현대비앤지스틸",
-      "industry": "steel",
-      "stage": "product",
-      "revenue": 7413
+      "stockCode": "017800",
+      "corpName": "현대엘리베이터",
+      "industry": "shipbuilding",
+      "stage": "shipping",
+      "revenue": 24674
     },
     {
-      "stockCode": "011210",
-      "corpName": "현대위아",
-      "industry": "auto",
-      "stage": "chassis",
-      "revenue": 84816
+      "stockCode": "058730",
+      "corpName": "다스코",
+      "industry": "construction",
+      "stage": "general",
+      "revenue": 2732
     },
     {
       "stockCode": "101390",
@@ -236,53 +201,81 @@
       "revenue": 918
     },
     {
-      "stockCode": "012330",
-      "corpName": "현대모비스",
-      "industry": "auto",
-      "stage": "oem",
-      "revenue": 611181
+      "stockCode": "013700",
+      "corpName": "까뮤이앤씨",
+      "industry": "realestate",
+      "stage": "general",
+      "revenue": 2975
     },
     {
-      "stockCode": "250060",
-      "corpName": "모비스",
-      "industry": "auto",
-      "stage": "powertrain",
-      "revenue": 51
+      "stockCode": "069510",
+      "corpName": "에스텍",
+      "industry": "electronics",
+      "stage": "set",
+      "revenue": 4682
     },
     {
-      "stockCode": "214320",
-      "corpName": "이노션",
-      "industry": "media",
-      "stage": "platform",
-      "revenue": 21460
+      "stockCode": "090460",
+      "corpName": "비에이치",
+      "industry": "electronics",
+      "stage": "component",
+      "revenue": 17927
     },
     {
-      "stockCode": "006890",
-      "corpName": "태경케미컬",
-      "industry": "chemical",
-      "stage": "basic",
-      "revenue": 613
+      "stockCode": "278990",
+      "corpName": "EMB",
+      "industry": "battery",
+      "stage": "cell",
+      "revenue": 238
     },
     {
-      "stockCode": "005930",
-      "corpName": "삼성전자",
-      "industry": "semiconductor",
-      "stage": "fab",
-      "revenue": 3336059
+      "stockCode": "083650",
+      "corpName": "비에이치아이",
+      "industry": "machinery",
+      "stage": "",
+      "revenue": 7741
+    },
+    {
+      "stockCode": "047050",
+      "corpName": "포스코인터내셔널",
+      "industry": "steel",
+      "stage": "raw",
+      "revenue": 323736
+    },
+    {
+      "stockCode": "023160",
+      "corpName": "태광",
+      "industry": "steel",
+      "stage": "product",
+      "revenue": 2970
+    },
+    {
+      "stockCode": "018310",
+      "corpName": "삼목에스폼",
+      "industry": "plastic",
+      "stage": "general",
+      "revenue": 3170
+    },
+    {
+      "stockCode": "034020",
+      "corpName": "두산에너빌리티",
+      "industry": "machinery",
+      "stage": "general",
+      "revenue": 170579
     },
     {
-      "stockCode": "010780",
-      "corpName": "아이에스동서",
+      "stockCode": "085310",
+      "corpName": "엔케이",
       "industry": "food",
-      "stage": "distribution",
-      "revenue": 12344
+      "stage": "raw",
+      "revenue": 1301
     },
     {
-      "stockCode": "007280",
-      "corpName": "한국특강",
-      "industry": "steel",
-      "stage": "raw",
-      "revenue": 7671
+      "stockCode": "192390",
+      "corpName": "윈하이텍",
+      "industry": "construction",
+      "stage": "material",
+      "revenue": 751
     },
     {
       "stockCode": "001440",
@@ -292,60 +285,25 @@
       "revenue": 36360
     },
     {
-      "stockCode": "010120",
-      "corpName": "엘에스일렉트릭",
-      "industry": "electrical",
-      "stage": "power",
-      "revenue": 49658
-    },
-    {
-      "stockCode": "007530",
-      "corpName": "와이엠",
-      "industry": "steel",
-      "stage": "product",
-      "revenue": 1771
-    },
-    {
-      "stockCode": "013570",
-      "corpName": "디와이",
-      "industry": "electronics",
-      "stage": "component",
-      "revenue": 12448
-    },
-    {
-      "stockCode": "004360",
-      "corpName": "세방",
-      "industry": "logistics",
-      "stage": "general",
-      "revenue": 12418
-    },
-    {
-      "stockCode": "011760",
-      "corpName": "현대코퍼레이션",
+      "stockCode": "002380",
+      "corpName": "케이씨씨",
       "industry": "construction",
-      "stage": "general",
-      "revenue": 75543
-    },
-    {
-      "stockCode": "460860",
-      "corpName": "동국제강",
-      "industry": "steel",
-      "stage": "product",
-      "revenue": 32034
+      "stage": "material",
+      "revenue": 64838
     },
     {
-      "stockCode": "160550",
-      "corpName": "NEW",
-      "industry": "finance",
-      "stage": "securities",
-      "revenue": 1427
+      "stockCode": "039010",
+      "corpName": "현대에이치티",
+      "industry": "retail",
+      "stage": "retail",
+      "revenue": 1533
     },
     {
-      "stockCode": "215000",
-      "corpName": "골프존",
-      "industry": "leisure",
-      "stage": "general",
-      "revenue": 4833
+      "stockCode": "005930",
+      "corpName": "삼성전자",
+      "industry": "semiconductor",
+      "stage": "fab",
+      "revenue": 3336059
     },
     {
       "stockCode": "006340",
@@ -355,18 +313,18 @@
       "revenue": 6245
     },
     {
-      "stockCode": "103590",
-      "corpName": "일진전기",
-      "industry": "electrical",
-      "stage": "power",
-      "revenue": 20446
+      "stockCode": "232140",
+      "corpName": "와이씨",
+      "industry": "semiconductor",
+      "stage": "fab",
+      "revenue": 2726
     },
     {
-      "stockCode": "104460",
-      "corpName": "디와이피엔에프",
-      "industry": "machinery",
-      "stage": "general",
-      "revenue": 3963
+      "stockCode": "109610",
+      "corpName": "에스와이",
+      "industry": "electronics",
+      "stage": "display",
+      "revenue": 5016
     },
     {
       "stockCode": "047040",
@@ -376,60 +334,18 @@
       "revenue": 80546
     },
     {
-      "stockCode": "041440",
-      "corpName": "현대에버다임",
-      "industry": "machinery",
-      "stage": "general",
-      "revenue": 2896
-    },
-    {
-      "stockCode": "018310",
-      "corpName": "삼목에스폼",
-      "industry": "plastic",
+      "stockCode": "025900",
+      "corpName": "동화기업",
+      "industry": "paper",
       "stage": "general",
-      "revenue": 3170
-    },
-    {
-      "stockCode": "278990",
-      "corpName": "EMB",
-      "industry": "battery",
-      "stage": "cell",
-      "revenue": 238
-    },
-    {
-      "stockCode": "069510",
-      "corpName": "에스텍",
-      "industry": "electronics",
-      "stage": "set",
-      "revenue": 4682
-    },
-    {
-      "stockCode": "039010",
-      "corpName": "현대에이치티",
-      "industry": "retail",
-      "stage": "retail",
-      "revenue": 1533
-    },
-    {
-      "stockCode": "456040",
-      "corpName": "OCI",
-      "industry": "chemical",
-      "stage": "specialty",
-      "revenue": 20094
-    },
-    {
-      "stockCode": "085310",
-      "corpName": "엔케이",
-      "industry": "food",
-      "stage": "raw",
-      "revenue": 1301
+      "revenue": 8296
     },
     {
-      "stockCode": "013700",
-      "corpName": "까뮤이앤씨",
-      "industry": "realestate",
+      "stockCode": "009240",
+      "corpName": "한샘",
+      "industry": "construction",
       "stage": "general",
-      "revenue": 2975
+      "revenue": 17445
     },
     {
       "stockCode": "079900",
@@ -438,6 +354,13 @@
       "stage": "general",
       "revenue": 1907
     },
+    {
+      "stockCode": "044490",
+      "corpName": "태웅",
+      "industry": "steel",
+      "stage": "processing",
+      "revenue": 3497
+    },
     {
       "stockCode": "228340",
       "corpName": "동양파일",
@@ -445,6 +368,20 @@
       "stage": "general",
       "revenue": 559
     },
+    {
+      "stockCode": "024880",
+      "corpName": "케이피에프",
+      "industry": "steel",
+      "stage": "processing",
+      "revenue": 7439
+    },
+    {
+      "stockCode": "066980",
+      "corpName": "한성크린텍",
+      "industry": "environment",
+      "stage": "general",
+      "revenue": 1999
+    },
     {
       "stockCode": "300720",
       "corpName": "한일시멘트",
@@ -453,11 +390,32 @@
       "revenue": 14239
     },
     {
-      "stockCode": "044490",
-      "corpName": "태웅",
-      "industry": "steel",
-      "stage": "processing",
-      "revenue": 3497
+      "stockCode": "095340",
+      "corpName": "ISC",
+      "industry": "retail",
+      "stage": "retail",
+      "revenue": 2202
+    },
+    {
+      "stockCode": "014280",
+      "corpName": "금강공업",
+      "industry": "construction",
+      "stage": "general",
+      "revenue": 8022
+    },
+    {
+      "stockCode": "105740",
+      "corpName": "디케이락",
+      "industry": "machinery",
+      "stage": "general",
+      "revenue": 1288
+    },
+    {
+      "stockCode": "038010",
+      "corpName": "제일테크노스",
+      "industry": "semiconductor",
+      "stage": "test",
+      "revenue": 1336
     },
     {
       "stockCode": "038500",
@@ -466,6 +424,13 @@
       "stage": "material",
       "revenue": 6769
     },
+    {
+      "stockCode": "010120",
+      "corpName": "엘에스일렉트릭",
+      "industry": "electrical",
+      "stage": "power",
+      "revenue": 49658
+    },
     {
       "stockCode": "000500",
       "corpName": "가온전선",
@@ -474,130 +439,165 @@
       "revenue": 0
     },
     {
-      "stockCode": "066980",
-      "corpName": "한성크린텍",
-      "industry": "environment",
-      "stage": "general",
-      "revenue": 1999
+      "stockCode": "103590",
+      "corpName": "일진전기",
+      "industry": "electrical",
+      "stage": "power",
+      "revenue": 20446
     },
     {
-      "stockCode": "038010",
-      "corpName": "제일테크노스",
-      "industry": "semiconductor",
-      "stage": "test",
-      "revenue": 1336
+      "stockCode": "317120",
+      "corpName": "라닉스",
+      "industry": "software",
+      "stage": "ai",
+      "revenue": 75
+    },
+    {
+      "stockCode": "460860",
+      "corpName": "동국제강",
+      "industry": "steel",
+      "stage": "product",
+      "revenue": 32034
+    },
+    {
+      "stockCode": "006890",
+      "corpName": "태경케미컬",
+      "industry": "chemical",
+      "stage": "basic",
+      "revenue": 613
+    },
+    {
+      "stockCode": "007280",
+      "corpName": "한국특강",
+      "industry": "steel",
+      "stage": "raw",
+      "revenue": 7671
     },
     {
-      "stockCode": "095340",
-      "corpName": "ISC",
-      "industry": "retail",
-      "stage": "retail",
-      "revenue": 2202
+      "stockCode": "456040",
+      "corpName": "OCI",
+      "industry": "chemical",
+      "stage": "specialty",
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@@ -1583,11 +1546,11 @@
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       "evidence": "4-2. 사업의 개요 - 판매 조건 및 경로, 판매 전략, 주요 매출처(상세)"
     },
+    {
+      "from": "363280",
+      "to": "000720",
+      "direction": "in",
+      "type": "affiliate",
+      "amount": null,
+      "ratio": null,
+      "product": "",
+      "confidence": 0.5,
+      "source": "panel_text",
+      "evidence": "X. 대주주 등과의 거래내용"
+    },
     {
       "from": "443060",
       "to": "000720",
@@ -2243,8 +2266,8 @@
       "ratio": null,
       "product": "",
       "confidence": 0.5,
-      "source": "docs",
-      "evidence": "2. 계열회사 현황(상세)"
+      "source": "panel_text",
+      "evidence": "X. 대주주 등과의 거래내용"
     },
     {
       "from": "000370",
@@ -2282,6 +2305,18 @@
       "source": "network",
       "evidence": "단순투자 지분 0.1%"
     },
+    {
+      "from": "001630",
+      "to": "000720",
+      "direction": "in",
+      "type": "affiliate",
+      "amount": null,
+      "ratio": null,
+      "product": "",
+      "confidence": 0.6,
+      "source": "network",
+      "evidence": "기타"
+    },
     {
       "from": "003650",
       "to": "000720",
@@ -2293,6 +2328,30 @@
       "confidence": 0.6,
       "source": "network",
       "evidence": "단순투자"
+    },
+    {
+      "from": "114190",
+      "to": "000720",
+      "direction": "in",
+      "type": "investor",
+      "amount": null,
+      "ratio": null,
+      "product": "",
+      "confidence": 0.6,
+      "source": "network",
+      "evidence": "단순투자 지분 0.0%"
+    },
+    {
+      "from": "348350",
+      "to": "000720",
+      "direction": "in",
+      "type": "affiliate",
+      "amount": null,
+      "ratio": null,
+      "product": "",
+      "confidence": 0.6,
+      "source": "network",
+      "evidence": "기타"
     }
   ],
   "aiInsight": null,
@@ -2368,7 +2427,7 @@
     }
   ],
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-    "supplierCount": 66,
+    "supplierCount": 77,
     "customerCount": 0,
     "preciseEdgeCount": 0,
     "totalSupplyAmount": 0,
@@ -2376,8 +2435,8 @@
     "hhiRisk": "데이터 부족",
     "top1Ratio": 0.0,
     "top3Ratio": 0.0,
-    "industryDiversity": 22,
-    "stageDiversity": 24,
+    "industryDiversity": 24,
+    "stageDiversity": 25,
     "topSupplyIndustries": [
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         "construction",
@@ -2388,11 +2447,11 @@
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       ],
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-        "machinery",
-        7
+        "electronics",
+        6
       ],
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-        "electronics",
+        "machinery",
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@@ -2403,22 +2462,22 @@
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         "general",
-        22
+        21
       ],
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         "material",
-        5
+        6
       ],
       [
         "raw",
         4
       ],
       [
-        "product",
+        "component",
         3
       ],
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-        "component",
+        "product",
         3
       ]
     ]
@@ -2429,93 +2488,101 @@
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       "product": "",
       "amount": null,
-      "ratio": null,
+      "ratio": 29.0,
       "confidence": 0.9,
-      "source": "docs_table"
+      "source": "panel_table"
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-      "corpName": "태광",
+      "stockCode": "079430",
+      "corpName": "현대리바트",
       "product": "",
       "amount": null,
       "ratio": null,
-      "confidence": 0.9,
-      "source": "docs_table"
+      "confidence": 0.7,
+      "source": "panel_text"
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-      "corpName": "한일철강",
+      "stockCode": "298040",
+      "corpName": "효성중공업",
       "product": "",
       "amount": null,
       "ratio": null,
-      "confidence": 0.9,
-      "source": "docs_table"
+      "confidence": 0.7,
+      "source": "panel_text"
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-      "stockCode": "014280",
-      "corpName": "금강공업",
+      "stockCode": "099220",
+      "corpName": "SDN",
       "product": "",
       "amount": null,
       "ratio": null,
       "confidence": 0.7,
-      "source": "docs"
+      "source": "panel_text"
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-      "stockCode": "017800",
-      "corpName": "현대엘리베이터",
+      "stockCode": "160550",
+      "corpName": "NEW",
       "product": "",
       "amount": null,
       "ratio": null,
       "confidence": 0.7,
-      "source": "docs"
+      "source": "panel_text"
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-      "stockCode": "267250",
-      "corpName": "HD현대",
+      "stockCode": "029460",
+      "corpName": "케이씨",
       "product": "",
       "amount": null,
       "ratio": null,
       "confidence": 0.7,
-      "source": "docs"
+      "source": "panel_text"
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-      "stockCode": "267260",
-      "corpName": "HD현대일렉트릭",
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+      "corpName": "현대차",
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       "amount": null,
       "ratio": null,
       "confidence": 0.7,
-      "source": "docs"
+      "source": "panel_text"
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-      "stockCode": "005380",
-      "corpName": "현대자동차",
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       "amount": null,
       "ratio": null,
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-      "source": "docs"
+      "source": "panel_text"
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-      "corpName": "성광벤드",
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+      "corpName": "다스코",
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-      "source": "docs"
+      "source": "panel_text"
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-      "stockCode": "024880",
-      "corpName": "케이피에프",
+      "stockCode": "013700",
+      "corpName": "까뮤이앤씨",
       "product": "",
       "amount": null,
       "ratio": null,
       "confidence": 0.7,
-      "source": "docs"
+      "source": "panel_text"
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   ],
   "customers": [
+    {
+      "stockCode": "000970",
+      "corpName": "한국주철관",
+      "product": "",
+      "amount": null,
+      "type": "supplier",
+      "confidence": 0.7
+    },
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       "corpName": "HD한국조선해양",
@@ -2540,6 +2607,14 @@
       "type": "supplier",
       "confidence": 0.7
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+    {
+      "stockCode": "035890",
+      "corpName": "서희건설",
+      "product": "",
+      "amount": null,
+      "type": "supplier",
+      "confidence": 0.7
+    },
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       "corpName": "프리엠스",
@@ -2548,6 +2623,14 @@
       "type": "supplier",
       "confidence": 0.7
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+    {
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+      "corpName": "팬스타엔터프라이즈",
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+      "amount": null,
+      "type": "supplier",
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+    },
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       "corpName": "HD현대",
@@ -2600,1269 +2683,1199 @@
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-        "industry": "steel",
-        "viaCode": "002380",
-        "viaName": "케이씨씨",
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-        "corpName": "SFA반도체",
-        "industry": "semiconductor",
-        "viaCode": "013570",
-        "viaName": "디와이",
+        "stockCode": "009730",
+        "corpName": "이렘",
+        "industry": "steel",
+        "viaCode": "456040",
+        "viaName": "OCI",
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-        "industry": "machinery",
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-        "viaName": "에스와이",
+        "stockCode": "100660",
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-        "industry": "cosmetics",
-        "viaCode": "001450",
-        "viaName": "현대해상",
+        "stockCode": "131100",
+        "corpName": "티엔엔터테인먼트",
+        "industry": "food",
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+        "viaName": "OCI",
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-        "corpName": "LS에코에너지",
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-        "viaCode": "010120",
-        "viaName": "엘에스일렉트릭",
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-        "industry": "finance",
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-        "industry": "food",
-        "viaCode": "029460",
-        "viaName": "케이씨",
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