Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003181

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 10 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.284

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003381

distance 0.284 · cross-district

#2 · Nagpurcell 4840003860

distance 0.323 · cross-district

#3 · Chandrapurcell 4730003114

distance 0.324

#4 · Laturcell 4810003165

distance 0.34 · cross-district

#5 · Nagpurcell 4840003474

distance 0.345 · cross-district

#6 · Akolacell 4670002078

distance 0.36 · cross-district

#7 · Solapurcell 4960005360

distance 0.367 · cross-district

#8 · Amravaticell 4680002276

distance 0.368 · cross-district

#9 · Nandedcell 4850004931

distance 0.376 · cross-district

#10 · Parbhanicell 4890002847

distance 0.382 · cross-district

#11 · Nandedcell 4850004995

distance 0.39 · cross-district

#12 · Laturcell 4810003164

distance 0.39 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690003001

distance 0.392 · cross-district

#14 · Nagpurcell 4840003476

distance 0.394 · cross-district

#15 · Amravaticell 4680002380

distance 0.4 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690003205

distance 0.405 · cross-district

#17 · Nagpurcell 4840003673

distance 0.41 · cross-district

#18 · Jalgaoncell 4780005469

distance 0.428 · 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":4730003181}}}'

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.