Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004396

The MH-36 locality cells most similar to this Chandrapur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.081

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004301

distance 0.081

#2 · Chandrapurcell 4730004298

distance 0.083

#3 · Chandrapurcell 4730004203

distance 0.093

#4 · Chandrapurcell 4730004116

distance 0.102

#5 · Chandrapurcell 4730003849

distance 0.104

#6 · Chandrapurcell 4730004306

distance 0.105

#7 · Chandrapurcell 4730004299

distance 0.111

#8 · Chandrapurcell 4730004211

distance 0.111

#9 · Chandrapurcell 4730004297

distance 0.112

#10 · Chandrapurcell 4730004395

distance 0.112

#11 · Chandrapurcell 4730004305

distance 0.113

#12 · Chandrapurcell 4730004015

distance 0.114

#13 · Chandrapurcell 4730004390

distance 0.118

#14 · Chandrapurcell 4730004202

distance 0.121

#15 · Chandrapurcell 4730004500

distance 0.122

#16 · Chandrapurcell 4730004115

distance 0.126

#17 · Chandrapurcell 4730003732

distance 0.128

#18 · Chandrapurcell 4730003352

distance 0.128

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":473,"cluster_id":4730004396}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.