Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004610

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.096

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004890

distance 0.096

#2 · Yavatmalcell 5000006659

distance 0.153 · cross-district

#3 · Yavatmalcell 5000007422

distance 0.167 · cross-district

#4 · Yavatmalcell 5000007178

distance 0.179 · cross-district

#5 · Yavatmalcell 5000004620

distance 0.181 · cross-district

#6 · Yavatmalcell 5000007443

distance 0.185 · cross-district

#7 · Beedcell 4700005760

distance 0.188 · cross-district

#8 · Nagpurcell 4840001006

distance 0.194 · cross-district

#9 · Akolacell 4670004458

distance 0.194 · cross-district

#10 · Yavatmalcell 5000007291

distance 0.194 · cross-district

#11 · Yavatmalcell 5000007552

distance 0.196 · cross-district

#12 · Yavatmalcell 5000007308

distance 0.197 · cross-district

#13 · Chandrapurcell 4730007626

distance 0.198

#14 · Nagpurcell 4840005973

distance 0.199 · cross-district

#15 · Hingolicell 4770003574

distance 0.2 · cross-district

#16 · Akolacell 4670000623

distance 0.2 · cross-district

#17 · Bhandaracell 4710000120

distance 0.202 · cross-district

#18 · Nagpurcell 4840004941

distance 0.205 · 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":4730004610}}}'

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.