Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001239

The MH-36 locality cells most similar to this Hingoli 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

0.097

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001178

distance 0.097

#2 · Hingolicell 4770000833

distance 0.158

#3 · Yavatmalcell 5000000953

distance 0.164 · cross-district

#4 · Hingolicell 4770001208

distance 0.175

#5 · Hingolicell 4770000278

distance 0.176

#6 · Yavatmalcell 5000002367

distance 0.182 · cross-district

#7 · Hingolicell 4770000276

distance 0.187

#8 · Nandedcell 4850008087

distance 0.188 · cross-district

#9 · Hingolicell 4770001068

distance 0.188

#10 · Hingolicell 4770001641

distance 0.194

#11 · Nandedcell 4850008039

distance 0.194 · cross-district

#12 · Nandedcell 4850007941

distance 0.195 · cross-district

#13 · Hingolicell 4770003622

distance 0.197

#14 · Nandedcell 4850006738

distance 0.202 · cross-district

#15 · Nandedcell 4850007959

distance 0.204 · cross-district

#16 · Yavatmalcell 5000001005

distance 0.206 · cross-district

#17 · Yavatmalcell 5000005381

distance 0.213 · cross-district

#18 · Yavatmalcell 5000002526

distance 0.214 · 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":477,"cluster_id":4770001239}}}'

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.