Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003708

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

0.166

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990000464

distance 0.166 · cross-district

#2 · Hingolicell 4770000708

distance 0.174

#3 · Nandedcell 4850000704

distance 0.196 · cross-district

#4 · Washimcell 4990000493

distance 0.213 · cross-district

#5 · Washimcell 4990001572

distance 0.216 · cross-district

#6 · Ahmednagarcell 4660011405

distance 0.216 · cross-district

#7 · Washimcell 4990003164

distance 0.218 · cross-district

#8 · Hingolicell 4770000321

distance 0.218

#9 · Washimcell 4990000998

distance 0.218 · cross-district

#10 · Beedcell 4700004483

distance 0.219 · cross-district

#11 · Washimcell 4990000923

distance 0.221 · cross-district

#12 · Chandrapurcell 4730002222

distance 0.222 · cross-district

#13 · Washimcell 4990001225

distance 0.226 · cross-district

#14 · Beedcell 4700005923

distance 0.227 · cross-district

#15 · Nandedcell 4850002550

distance 0.227 · cross-district

#16 · Yavatmalcell 5000001784

distance 0.229 · cross-district

#17 · Hingolicell 4770000278

distance 0.229

#18 · Washimcell 4990001882

distance 0.229 · 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":4770003708}}}'

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.