Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000721

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990003074

distance 0.141 · cross-district

#2 · Hingolicell 4770000831

distance 0.15

#3 · Washimcell 4990001133

distance 0.167 · cross-district

#4 · Hingolicell 4770000414

distance 0.172

#5 · Hingolicell 4770001118

distance 0.181

#6 · Washimcell 4990000955

distance 0.183 · cross-district

#7 · Washimcell 4990001238

distance 0.199 · cross-district

#8 · Nashikcell 4870006826

distance 0.201 · cross-district

#9 · Yavatmalcell 5000001187

distance 0.206 · cross-district

#10 · Yavatmalcell 5000004294

distance 0.209 · cross-district

#11 · Washimcell 4990003564

distance 0.209 · cross-district

#12 · Gadchirolicell 4750006161

distance 0.21 · cross-district

#13 · Washimcell 4990001338

distance 0.217 · cross-district

#14 · Yavatmalcell 5000004295

distance 0.221 · cross-district

#15 · Yavatmalcell 5000003409

distance 0.221 · cross-district

#16 · Yavatmalcell 5000005340

distance 0.222 · cross-district

#17 · Washimcell 4990001232

distance 0.223 · cross-district

#18 · Washimcell 4990001134

distance 0.223 · 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":4770000721}}}'

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.