Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000465

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850006812

distance 0.15 · cross-district

#2 · Hingolicell 4770000946

distance 0.157

#3 · Yavatmalcell 5000001704

distance 0.165 · cross-district

#4 · Yavatmalcell 5000002008

distance 0.167 · cross-district

#5 · Nandedcell 4850006887

distance 0.171 · cross-district

#6 · Yavatmalcell 5000002005

distance 0.175 · cross-district

#7 · Yavatmalcell 5000001032

distance 0.195 · cross-district

#8 · Hingolicell 4770001411

distance 0.195

#9 · Hingolicell 4770001011

distance 0.196

#10 · Nandedcell 4850006897

distance 0.197 · cross-district

#11 · Gadchirolicell 4750004960

distance 0.198 · cross-district

#12 · Yavatmalcell 5000002125

distance 0.199 · cross-district

#13 · Yavatmalcell 5000002006

distance 0.203 · cross-district

#14 · Akolacell 4670000223

distance 0.204 · cross-district

#15 · Gadchirolicell 4750003559

distance 0.209 · cross-district

#16 · Hingolicell 4770000897

distance 0.211

#17 · Yavatmalcell 5000000788

distance 0.212 · cross-district

#18 · Amravaticell 4680010574

distance 0.213 · 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":4770000465}}}'

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.