Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003686

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990000150

distance 0.131 · cross-district

#2 · Washimcell 4990000807

distance 0.145 · cross-district

#3 · Beedcell 4700005786

distance 0.146 · cross-district

#4 · Washimcell 4990000443

distance 0.15 · cross-district

#5 · Washimcell 4990000058

distance 0.153 · cross-district

#6 · Washimcell 4990000370

distance 0.156 · cross-district

#7 · Akolacell 4670003851

distance 0.157 · cross-district

#8 · Amravaticell 4680005496

distance 0.157 · cross-district

#9 · Hingolicell 4770003631

distance 0.157

#10 · Akolacell 4670000874

distance 0.158 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690002062

distance 0.165 · cross-district

#12 · Beedcell 4700005196

distance 0.169 · cross-district

#13 · Buldhanacell 4720004345

distance 0.177 · cross-district

#14 · Solapurcell 4960001396

distance 0.179 · cross-district

#15 · Beedcell 4700006153

distance 0.18 · cross-district

#16 · Buldhanacell 4720002123

distance 0.181 · cross-district

#17 · Akolacell 4670004081

distance 0.182 · cross-district

#18 · Akolacell 4670000495

distance 0.183 · 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":4770003686}}}'

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.