Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000531

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

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000864

distance 0.151

#2 · Hingolicell 4770001511

distance 0.166

#3 · Hingolicell 4770000697

distance 0.167

#4 · Hingolicell 4770000852

distance 0.168

#5 · Hingolicell 4770000422

distance 0.172

#6 · Hingolicell 4770002655

distance 0.19

#7 · Hingolicell 4770000125

distance 0.191

#8 · Hingolicell 4770001402

distance 0.191

#9 · Buldhanacell 4720008027

distance 0.197 · cross-district

#10 · Hingolicell 4770000373

distance 0.204

#11 · Hingolicell 4770003125

distance 0.206

#12 · Hingolicell 4770002319

distance 0.207

#13 · Parbhanicell 4890003661

distance 0.208 · cross-district

#14 · Amravaticell 4680005334

distance 0.208 · cross-district

#15 · Hingolicell 4770000980

distance 0.21

#16 · Amravaticell 4680004603

distance 0.21 · cross-district

#17 · Hingolicell 4770002182

distance 0.211

#18 · Akolacell 4670003811

distance 0.218 · 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":4770000531}}}'

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.