Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730000019

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

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000020

distance 0.137

#2 · Chandrapurcell 4730000257

distance 0.176

#3 · Chandrapurcell 4730000022

distance 0.177

#4 · Chandrapurcell 4730000215

distance 0.179

#5 · Chandrapurcell 4730000437

distance 0.18

#6 · Chandrapurcell 4730000025

distance 0.198

#7 · Chandrapurcell 4730000030

distance 0.199

#8 · Chandrapurcell 4730000031

distance 0.2

#9 · Chandrapurcell 4730000158

distance 0.205

#10 · Chandrapurcell 4730000109

distance 0.21

#11 · Chandrapurcell 4730000195

distance 0.213

#12 · Gadchirolicell 4750002108

distance 0.216 · cross-district

#13 · Chandrapurcell 4730000018

distance 0.22

#14 · Chandrapurcell 4730000079

distance 0.221

#15 · Chandrapurcell 4730000156

distance 0.224

#16 · Chandrapurcell 4730000048

distance 0.227

#17 · Chandrapurcell 4730000110

distance 0.229

#18 · Nandedcell 4850006158

distance 0.233 · 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":4730000019}}}'

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.