Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002540

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.099

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002472

distance 0.099

#2 · Hingolicell 4770002470

distance 0.144

#3 · Hingolicell 4770000932

distance 0.157

#4 · Hingolicell 4770003714

distance 0.159

#5 · Washimcell 4990002393

distance 0.164 · cross-district

#6 · Yavatmalcell 5000005346

distance 0.17 · cross-district

#7 · Dharashivcell 4880000564

distance 0.178 · cross-district

#8 · Yavatmalcell 5000005178

distance 0.188 · cross-district

#9 · Washimcell 4990003652

distance 0.189 · cross-district

#10 · Beedcell 4700007254

distance 0.193 · cross-district

#11 · Yavatmalcell 5000001997

distance 0.194 · cross-district

#12 · Dharashivcell 4880000938

distance 0.198 · cross-district

#13 · Washimcell 4990002294

distance 0.2 · cross-district

#14 · Yavatmalcell 5000001880

distance 0.204 · cross-district

#15 · Amravaticell 4680000813

distance 0.205 · cross-district

#16 · Washimcell 4990000865

distance 0.207 · cross-district

#17 · Washimcell 4990003653

distance 0.208 · cross-district

#18 · Solapurcell 4960004783

distance 0.209 · 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":4770002540}}}'

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.