Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000332

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000611

distance 0.145

#2 · Hingolicell 4770000892

distance 0.169

#3 · Yavatmalcell 5000001226

distance 0.177 · cross-district

#4 · Nandedcell 4850000809

distance 0.182 · cross-district

#5 · Nandedcell 4850002198

distance 0.186 · cross-district

#6 · Hingolicell 4770001649

distance 0.186

#7 · Solapurcell 4960004246

distance 0.189 · cross-district

#8 · Washimcell 4990003018

distance 0.189 · cross-district

#9 · Nandedcell 4850002754

distance 0.189 · cross-district

#10 · Akolacell 4670000424

distance 0.19 · cross-district

#11 · Washimcell 4990000398

distance 0.191 · cross-district

#12 · Chandrapurcell 4730001467

distance 0.193 · cross-district

#13 · Nandedcell 4850000799

distance 0.194 · cross-district

#14 · Dharashivcell 4880000198

distance 0.195 · cross-district

#15 · Ahmednagarcell 4660011738

distance 0.195 · cross-district

#16 · Washimcell 4990003284

distance 0.196 · cross-district

#17 · Nandedcell 4850001341

distance 0.199 · cross-district

#18 · Yavatmalcell 5000002504

distance 0.203 · 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":4770000332}}}'

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.