Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002421

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002092

distance 0.107

#2 · Hingolicell 4770002353

distance 0.11

#3 · Hingolicell 4770002156

distance 0.111

#4 · Hingolicell 4770002424

distance 0.112

#5 · Hingolicell 4770002360

distance 0.114

#6 · Hingolicell 4770002352

distance 0.114

#7 · Hingolicell 4770002422

distance 0.121

#8 · Hingolicell 4770002495

distance 0.129

#9 · Hingolicell 4770002361

distance 0.13

#10 · Hingolicell 4770002559

distance 0.132

#11 · Hingolicell 4770002284

distance 0.135

#12 · Hingolicell 4770002491

distance 0.135

#13 · Hingolicell 4770002355

distance 0.136

#14 · Hingolicell 4770002359

distance 0.136

#15 · Hingolicell 4770002285

distance 0.139

#16 · Hingolicell 4770002217

distance 0.14

#17 · Hingolicell 4770002354

distance 0.142

#18 · Hingolicell 4770002283

distance 0.143

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":4770002421}}}'

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.