Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000568

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000514

distance 0.178

#2 · Washimcell 4990003017

distance 0.182 · cross-district

#3 · Hingolicell 4770000615

distance 0.183

#4 · Hingolicell 4770000493

distance 0.192

#5 · Hingolicell 4770000403

distance 0.207

#6 · Parbhanicell 4890003264

distance 0.208 · cross-district

#7 · Chandrapurcell 4730003877

distance 0.211 · cross-district

#8 · Hingolicell 4770000456

distance 0.216

#9 · Nandedcell 4850002196

distance 0.216 · cross-district

#10 · Chandrapurcell 4730002698

distance 0.221 · cross-district

#11 · Hingolicell 4770002016

distance 0.222

#12 · Parbhanicell 4890001879

distance 0.224 · cross-district

#13 · Hingolicell 4770000158

distance 0.225

#14 · Yavatmalcell 5000003282

distance 0.225 · cross-district

#15 · Chandrapurcell 4730003688

distance 0.226 · cross-district

#16 · Hingolicell 4770000082

distance 0.227

#17 · Nandedcell 4850003199

distance 0.228 · cross-district

#18 · Yavatmalcell 5000004133

distance 0.228 · 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":4770000568}}}'

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.