Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001411

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

0.236

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002092

distance 0.236

#2 · Chandrapurcell 4730001412

distance 0.251

#3 · Chandrapurcell 4730002319

distance 0.265

#4 · Nagpurcell 4840004848

distance 0.285 · cross-district

#5 · Nagpurcell 4840001890

distance 0.286 · cross-district

#6 · Chandrapurcell 4730004048

distance 0.29

#7 · Yavatmalcell 5000001874

distance 0.295 · cross-district

#8 · Yavatmalcell 5000001486

distance 0.298 · cross-district

#9 · Chandrapurcell 4730002162

distance 0.304

#10 · Yavatmalcell 5000001692

distance 0.307 · cross-district

#11 · Chandrapurcell 4730003955

distance 0.309

#12 · Chandrapurcell 4730002423

distance 0.31

#13 · Chandrapurcell 4730001828

distance 0.314

#14 · Yavatmalcell 5000002483

distance 0.315 · cross-district

#15 · Nagpurcell 4840006473

distance 0.318 · cross-district

#16 · Chandrapurcell 4730005572

distance 0.319

#17 · Chandrapurcell 4730000287

distance 0.321

#18 · Chandrapurcell 4730005466

distance 0.324

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":4730001411}}}'

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.