Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001195

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

0.159

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000708

distance 0.159

#2 · Hingolicell 4770001184

distance 0.162

#3 · Hingolicell 4770001139

distance 0.168

#4 · Hingolicell 4770001194

distance 0.177

#5 · Hingolicell 4770001193

distance 0.181

#6 · Hingolicell 4770001131

distance 0.204

#7 · Yavatmalcell 5000001784

distance 0.205 · cross-district

#8 · Yavatmalcell 5000001490

distance 0.208 · cross-district

#9 · Nandedcell 4850002733

distance 0.224 · cross-district

#10 · Hingolicell 4770001068

distance 0.224

#11 · Washimcell 4990000464

distance 0.225 · cross-district

#12 · Hingolicell 4770000065

distance 0.226

#13 · Yavatmalcell 5000001385

distance 0.226 · cross-district

#14 · Hingolicell 4770003844

distance 0.226

#15 · Hingolicell 4770001200

distance 0.227

#16 · Nandedcell 4850006750

distance 0.23 · cross-district

#17 · Hingolicell 4770000820

distance 0.23

#18 · Yavatmalcell 5000000953

distance 0.231 · 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":4770001195}}}'

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.