Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000157

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

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000277

distance 0.178

#2 · Hingolicell 4770000279

distance 0.191

#3 · Parbhanicell 4890004711

distance 0.195 · cross-district

#4 · Hingolicell 4770000540

distance 0.2

#5 · Yavatmalcell 5000001569

distance 0.201 · cross-district

#6 · Hingolicell 4770001427

distance 0.202

#7 · Hingolicell 4770001073

distance 0.204

#8 · Hingolicell 4770000010

distance 0.209

#9 · Hingolicell 4770000548

distance 0.209

#10 · Hingolicell 4770000707

distance 0.21

#11 · Hingolicell 4770000109

distance 0.211

#12 · Hingolicell 4770000489

distance 0.216

#13 · Hingolicell 4770001649

distance 0.217

#14 · Yavatmalcell 5000001174

distance 0.218 · cross-district

#15 · Jalnacell 4790000151

distance 0.218 · cross-district

#16 · Washimcell 4990001501

distance 0.22 · cross-district

#17 · Hingolicell 4770000933

distance 0.221

#18 · Chhatrapati Sambhajinagarcell 4690005933

distance 0.222 · 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":4770000157}}}'

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.