Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001310

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

0.14

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003818

distance 0.14

#2 · Hingolicell 4770001651

distance 0.142

#3 · Hingolicell 4770001186

distance 0.148

#4 · Hingolicell 4770001308

distance 0.154

#5 · Parbhanicell 4890002444

distance 0.158 · cross-district

#6 · Hingolicell 4770001257

distance 0.161

#7 · Hingolicell 4770000895

distance 0.163

#8 · Hingolicell 4770001356

distance 0.164

#9 · Parbhanicell 4890002127

distance 0.166 · cross-district

#10 · Washimcell 4990003158

distance 0.169 · cross-district

#11 · Hingolicell 4770001603

distance 0.169

#12 · Washimcell 4990001294

distance 0.171 · cross-district

#13 · Parbhanicell 4890002032

distance 0.172 · cross-district

#14 · Washimcell 4990002045

distance 0.173 · cross-district

#15 · Washimcell 4990000466

distance 0.174 · cross-district

#16 · Hingolicell 4770001485

distance 0.175

#17 · Washimcell 4990001601

distance 0.177 · cross-district

#18 · Nandedcell 4850000911

distance 0.18 · 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":4770001310}}}'

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.