Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008309

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.238

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008390

distance 0.238

#2 · Chandrapurcell 4730007578

distance 0.26

#3 · Gondiacell 4760000342

distance 0.265 · cross-district

#4 · Gadchirolicell 4750009937

distance 0.283 · cross-district

#5 · Chandrapurcell 4730008029

distance 0.292

#6 · Jalgaoncell 4780001170

distance 0.297 · cross-district

#7 · Yavatmalcell 5000006378

distance 0.301 · cross-district

#8 · Gadchirolicell 4750011830

distance 0.302 · cross-district

#9 · Nagpurcell 4840006384

distance 0.303 · cross-district

#10 · Chandrapurcell 4730009315

distance 0.304

#11 · Chandrapurcell 4730008626

distance 0.306

#12 · Chandrapurcell 4730006665

distance 0.31

#13 · Chandrapurcell 4730006316

distance 0.314

#14 · Chandrapurcell 4730009312

distance 0.316

#15 · Chandrapurcell 4730007233

distance 0.318

#16 · Nagpurcell 4840006008

distance 0.318 · cross-district

#17 · Bhandaracell 4710000416

distance 0.323 · cross-district

#18 · Dhulecell 4740000154

distance 0.323 · 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":4730008309}}}'

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.