Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007553

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008735

distance 0.113

#2 · Chandrapurcell 4730009023

distance 0.131

#3 · Chandrapurcell 4730007458

distance 0.142

#4 · Nagpurcell 4840000705

distance 0.158 · cross-district

#5 · Chandrapurcell 4730009161

distance 0.159

#6 · Chandrapurcell 4730007663

distance 0.163

#7 · Chandrapurcell 4730009290

distance 0.165

#8 · Chandrapurcell 4730008953

distance 0.165

#9 · Chandrapurcell 4730008808

distance 0.17

#10 · Chandrapurcell 4730009025

distance 0.172

#11 · Chandrapurcell 4730007465

distance 0.176

#12 · Chandrapurcell 4730009605

distance 0.18

#13 · Chandrapurcell 4730009096

distance 0.18

#14 · Chandrapurcell 4730007340

distance 0.184

#15 · Chandrapurcell 4730009491

distance 0.184

#16 · Nagpurcell 4840000368

distance 0.185 · cross-district

#17 · Bhandaracell 4710000045

distance 0.186 · cross-district

#18 · Chandrapurcell 4730007983

distance 0.188

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":4730007553}}}'

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.