Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000777

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

0.087

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850007124

distance 0.087 · cross-district

#2 · Hingolicell 4770000897

distance 0.102

#3 · Hingolicell 4770000519

distance 0.111

#4 · Hingolicell 4770001141

distance 0.115

#5 · Nandedcell 4850006965

distance 0.121 · cross-district

#6 · Hingolicell 4770001760

distance 0.121

#7 · Hingolicell 4770001011

distance 0.124

#8 · Hingolicell 4770000954

distance 0.129

#9 · Nandedcell 4850006962

distance 0.13 · cross-district

#10 · Hingolicell 4770001380

distance 0.13

#11 · Hingolicell 4770002199

distance 0.136

#12 · Hingolicell 4770002335

distance 0.139

#13 · Nandedcell 4850007336

distance 0.14 · cross-district

#14 · Yavatmalcell 5000001391

distance 0.142 · cross-district

#15 · Hingolicell 4770002205

distance 0.146

#16 · Yavatmalcell 5000001233

distance 0.147 · cross-district

#17 · Nandedcell 4850006749

distance 0.149 · cross-district

#18 · Nandedcell 4850007190

distance 0.151 · 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":4770000777}}}'

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.