Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000010

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.11

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000277

distance 0.11

#2 · Hingolicell 4770000707

distance 0.114

#3 · Hingolicell 4770000548

distance 0.163

#4 · Hingolicell 4770000502

distance 0.167

#5 · Hingolicell 4770000109

distance 0.174

#6 · Hingolicell 4770000279

distance 0.175

#7 · Hingolicell 4770000613

distance 0.208

#8 · Hingolicell 4770000746

distance 0.209

#9 · Hingolicell 4770000157

distance 0.209

#10 · Hingolicell 4770000550

distance 0.209

#11 · Chandrapurcell 4730001698

distance 0.216 · cross-district

#12 · Hingolicell 4770000462

distance 0.219

#13 · Hingolicell 4770000534

distance 0.219

#14 · Nandedcell 4850004084

distance 0.221 · cross-district

#15 · Hingolicell 4770001073

distance 0.222

#16 · Ahmednagarcell 4660008915

distance 0.223 · cross-district

#17 · Hingolicell 4770000437

distance 0.224

#18 · Chandrapurcell 4730001482

distance 0.226 · 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":4770000010}}}'

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.