Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004064

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.224

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002992

distance 0.224

#2 · Chandrapurcell 4730003811

distance 0.249

#3 · Jalgaoncell 4780004397

distance 0.249 · cross-district

#4 · Chandrapurcell 4730002932

distance 0.251

#5 · Gadchirolicell 4750009007

distance 0.257 · cross-district

#6 · Jalgaoncell 4780006691

distance 0.259 · cross-district

#7 · Jalgaoncell 4780006534

distance 0.264 · cross-district

#8 · Nagpurcell 4840000829

distance 0.268 · cross-district

#9 · Jalgaoncell 4780004874

distance 0.272 · cross-district

#10 · Gadchirolicell 4750009793

distance 0.275 · cross-district

#11 · Jalgaoncell 4780005761

distance 0.277 · cross-district

#12 · Solapurcell 4960010309

distance 0.279 · cross-district

#13 · Chandrapurcell 4730003627

distance 0.283

#14 · Chandrapurcell 4730003628

distance 0.292

#15 · Wardhacell 4980000984

distance 0.293 · cross-district

#16 · Chandrapurcell 4730003279

distance 0.294

#17 · Solapurcell 4960011966

distance 0.295 · cross-district

#18 · Chandrapurcell 4730002281

distance 0.295

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":4730004064}}}'

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.