Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004821

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004914

distance 0.13

#2 · Chandrapurcell 4730004824

distance 0.161

#3 · Chandrapurcell 4730004822

distance 0.187

#4 · Bhandaracell 4710000737

distance 0.196 · cross-district

#5 · Chandrapurcell 4730005637

distance 0.209

#6 · Chandrapurcell 4730005744

distance 0.218

#7 · Nagpurcell 4840001242

distance 0.218 · cross-district

#8 · Parbhanicell 4890001635

distance 0.24 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690000724

distance 0.244 · cross-district

#10 · Parbhanicell 4890001553

distance 0.247 · cross-district

#11 · Jalgaoncell 4780007110

distance 0.249 · cross-district

#12 · Parbhanicell 4890001332

distance 0.25 · cross-district

#13 · Parbhanicell 4890001475

distance 0.251 · cross-district

#14 · Hingolicell 4770002896

distance 0.253 · cross-district

#15 · Yavatmalcell 5000010147

distance 0.26 · cross-district

#16 · Akolacell 4670001272

distance 0.262 · cross-district

#17 · Jalgaoncell 4780003821

distance 0.265 · cross-district

#18 · Jalgaoncell 4780006689

distance 0.266 · 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":4730004821}}}'

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.