Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001472

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.082

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001060

distance 0.082

#2 · Hingolicell 4770001473

distance 0.106

#3 · Hingolicell 4770001061

distance 0.144

#4 · Hingolicell 4770001414

distance 0.154

#5 · Hingolicell 4770001471

distance 0.161

#6 · Parbhanicell 4890002532

distance 0.183 · cross-district

#7 · Yavatmalcell 5000001069

distance 0.193 · cross-district

#8 · Hingolicell 4770002078

distance 0.194

#9 · Hingolicell 4770001529

distance 0.201

#10 · Hingolicell 4770002404

distance 0.205

#11 · Hingolicell 4770000104

distance 0.207

#12 · Hingolicell 4770000598

distance 0.207

#13 · Hingolicell 4770002200

distance 0.208

#14 · Yavatmalcell 5000001181

distance 0.214 · cross-district

#15 · Hingolicell 4770000547

distance 0.215

#16 · Parbhanicell 4890002614

distance 0.216 · cross-district

#17 · Parbhanicell 4890002956

distance 0.217 · cross-district

#18 · Hingolicell 4770001071

distance 0.217

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":4770001472}}}'

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.