Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001882

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.093

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001256

distance 0.093

#2 · Chandrapurcell 4730002120

distance 0.126

#3 · Chandrapurcell 4730000891

distance 0.145

#4 · Chandrapurcell 4730001440

distance 0.151

#5 · Chandrapurcell 4730001348

distance 0.161

#6 · Chandrapurcell 4730000565

distance 0.182

#7 · Chandrapurcell 4730001164

distance 0.19

#8 · Nagpurcell 4840000962

distance 0.212 · cross-district

#9 · Chandrapurcell 4730000740

distance 0.215

#10 · Nagpurcell 4840001137

distance 0.217 · cross-district

#11 · Chandrapurcell 4730000484

distance 0.217

#12 · Nagpurcell 4840000388

distance 0.217 · cross-district

#13 · Jalgaoncell 4780004046

distance 0.218 · cross-district

#14 · Chandrapurcell 4730002529

distance 0.22

#15 · Yavatmalcell 5000007406

distance 0.224 · cross-district

#16 · Yavatmalcell 5000005006

distance 0.226 · cross-district

#17 · Chandrapurcell 4730001625

distance 0.228

#18 · Chandrapurcell 4730000100

distance 0.232

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":4730001882}}}'

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.