Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007177

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840000217

distance 0.165 · cross-district

#2 · Nagpurcell 4840000099

distance 0.179 · cross-district

#3 · Chandrapurcell 4730006043

distance 0.184

#4 · Wardhacell 4980000836

distance 0.194 · cross-district

#5 · Wardhacell 4980000454

distance 0.201 · cross-district

#6 · Nagpurcell 4840001795

distance 0.202 · cross-district

#7 · Nagpurcell 4840000305

distance 0.204 · cross-district

#8 · Nagpurcell 4840000256

distance 0.207 · cross-district

#9 · Wardhacell 4980000385

distance 0.209 · cross-district

#10 · Wardhacell 4980000327

distance 0.212 · cross-district

#11 · Wardhacell 4980000284

distance 0.212 · cross-district

#12 · Nagpurcell 4840002356

distance 0.216 · cross-district

#13 · Wardhacell 4980000508

distance 0.217 · cross-district

#14 · Nagpurcell 4840000882

distance 0.218 · cross-district

#15 · Nagpurcell 4840001119

distance 0.218 · cross-district

#16 · Nagpurcell 4840000082

distance 0.224 · cross-district

#17 · Wardhacell 4980000167

distance 0.225 · cross-district

#18 · Chandrapurcell 4730002552

distance 0.227

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":4730007177}}}'

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.