Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000318

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

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000160

distance 0.134

#2 · Hingolicell 4770000184

distance 0.17

#3 · Yavatmalcell 5000003610

distance 0.173 · cross-district

#4 · Parbhanicell 4890002113

distance 0.176 · cross-district

#5 · Nandedcell 4850002284

distance 0.179 · cross-district

#6 · Hingolicell 4770000241

distance 0.181

#7 · Hingolicell 4770000383

distance 0.184

#8 · Parbhanicell 4890002608

distance 0.184 · cross-district

#9 · Akolacell 4670000878

distance 0.19 · cross-district

#10 · Parbhanicell 4890000515

distance 0.191 · cross-district

#11 · Hingolicell 4770001707

distance 0.193

#12 · Hingolicell 4770000134

distance 0.193

#13 · Parbhanicell 4890002602

distance 0.193 · cross-district

#14 · Parbhanicell 4890002526

distance 0.194 · cross-district

#15 · Hingolicell 4770004017

distance 0.195

#16 · Yavatmalcell 5000002508

distance 0.197 · cross-district

#17 · Washimcell 4990001782

distance 0.199 · cross-district

#18 · Washimcell 4990002052

distance 0.2 · 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":4770000318}}}'

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.