Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001686

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.247

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001232

distance 0.247

#2 · Jalgaoncell 4780005879

distance 0.255 · cross-district

#3 · Chandrapurcell 4730001572

distance 0.264

#4 · Akolacell 4670001789

distance 0.269 · cross-district

#5 · Washimcell 4990003361

distance 0.291 · cross-district

#6 · Yavatmalcell 5000010646

distance 0.295 · cross-district

#7 · Jalgaoncell 4780005200

distance 0.297 · cross-district

#8 · Washimcell 4990001960

distance 0.297 · cross-district

#9 · Yavatmalcell 5000002917

distance 0.299 · cross-district

#10 · Jalgaoncell 4780004497

distance 0.3 · cross-district

#11 · Washimcell 4990002353

distance 0.302 · cross-district

#12 · Akolacell 4670003381

distance 0.306 · cross-district

#13 · Nandedcell 4850004069

distance 0.307 · cross-district

#14 · Akolacell 4670001009

distance 0.31 · cross-district

#15 · Washimcell 4990003766

distance 0.314 · cross-district

#16 · Washimcell 4990003745

distance 0.315 · cross-district

#17 · Akolacell 4670000243

distance 0.32 · cross-district

#18 · Yavatmalcell 5000010167

distance 0.33 · 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":4730001686}}}'

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.