Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000437

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990001005

distance 0.146 · cross-district

#2 · Yavatmalcell 5000001339

distance 0.161 · cross-district

#3 · Hingolicell 4770000548

distance 0.179

#4 · Hingolicell 4770000707

distance 0.185

#5 · Hingolicell 4770001131

distance 0.193

#6 · Chhatrapati Sambhajinagarcell 4690005490

distance 0.194 · cross-district

#7 · Hingolicell 4770000820

distance 0.202

#8 · Jalnacell 4790000293

distance 0.204 · cross-district

#9 · Jalnacell 4790000157

distance 0.204 · cross-district

#10 · Chandrapurcell 4730001859

distance 0.205 · cross-district

#11 · Washimcell 4990000949

distance 0.205 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690005403

distance 0.206 · cross-district

#13 · Nashikcell 4870006498

distance 0.209 · cross-district

#14 · Washimcell 4990000998

distance 0.209 · cross-district

#15 · Dharashivcell 4880000407

distance 0.211 · cross-district

#16 · Nandedcell 4850001238

distance 0.214 · cross-district

#17 · Hingolicell 4770000676

distance 0.214

#18 · Ahmednagarcell 4660009427

distance 0.216 · 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":4770000437}}}'

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.