Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002162

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

0.191

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000002483

distance 0.191 · cross-district

#2 · Yavatmalcell 5000001874

distance 0.194 · cross-district

#3 · Yavatmalcell 5000001692

distance 0.196 · cross-district

#4 · Chandrapurcell 4730001412

distance 0.205

#5 · Chandrapurcell 4730004049

distance 0.213

#6 · Chandrapurcell 4730001566

distance 0.215

#7 · Chandrapurcell 4730003865

distance 0.226

#8 · Jalgaoncell 4780004023

distance 0.23 · cross-district

#9 · Jalgaoncell 4780006337

distance 0.233 · cross-district

#10 · Jalgaoncell 4780007059

distance 0.235 · cross-district

#11 · Wardhacell 4980001274

distance 0.237 · cross-district

#12 · Chandrapurcell 4730003467

distance 0.241

#13 · Chandrapurcell 4730004027

distance 0.243

#14 · Chandrapurcell 4730003955

distance 0.248

#15 · Yavatmalcell 5000005165

distance 0.253 · cross-district

#16 · Yavatmalcell 5000002828

distance 0.253 · cross-district

#17 · Gondiacell 4760000542

distance 0.254 · cross-district

#18 · Chandrapurcell 4730002253

distance 0.255

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":4730002162}}}'

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.