Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007780

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.042

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007779

distance 0.042

#2 · Chandrapurcell 4730008426

distance 0.13

#3 · Chandrapurcell 4730008179

distance 0.131

#4 · Chandrapurcell 4730008265

distance 0.142

#5 · Chandrapurcell 4730007330

distance 0.161

#6 · Chandrapurcell 4730008347

distance 0.168

#7 · Chandrapurcell 4730007306

distance 0.169

#8 · Nagpurcell 4840000279

distance 0.191 · cross-district

#9 · Chandrapurcell 4730007564

distance 0.199

#10 · Chandrapurcell 4730007419

distance 0.2

#11 · Chandrapurcell 4730007305

distance 0.201

#12 · Nagpurcell 4840000322

distance 0.205 · cross-district

#13 · Wardhacell 4980001396

distance 0.209 · cross-district

#14 · Nagpurcell 4840000367

distance 0.209 · cross-district

#15 · Nagpurcell 4840000321

distance 0.21 · cross-district

#16 · Chandrapurcell 4730007533

distance 0.21

#17 · Bhandaracell 4710000773

distance 0.213 · cross-district

#18 · Yavatmalcell 5000006689

distance 0.217 · cross-district

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":4730007780}}}'

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.