Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000381

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001461

distance 0.208

#2 · Hingolicell 4770001232

distance 0.221

#3 · Hingolicell 4770002663

distance 0.224

#4 · Hingolicell 4770002329

distance 0.231

#5 · Hingolicell 4770000454

distance 0.245

#6 · Hingolicell 4770003508

distance 0.247

#7 · Buldhanacell 4720007958

distance 0.252 · cross-district

#8 · Hingolicell 4770003501

distance 0.258

#9 · Hingolicell 4770000726

distance 0.259

#10 · Hingolicell 4770001669

distance 0.261

#11 · Hingolicell 4770002126

distance 0.262

#12 · Nagpurcell 4840008144

distance 0.263 · cross-district

#13 · Hingolicell 4770001294

distance 0.266

#14 · Buldhanacell 4720007998

distance 0.266 · cross-district

#15 · Parbhanicell 4890005201

distance 0.269 · cross-district

#16 · Hingolicell 4770001579

distance 0.271

#17 · Amravaticell 4680004493

distance 0.272 · cross-district

#18 · Amravaticell 4680005463

distance 0.273 · 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":4770000381}}}'

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.