Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000563

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

0.228

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850007994

distance 0.228 · cross-district

#2 · Hingolicell 4770000193

distance 0.236

#3 · Hingolicell 4770000555

distance 0.244

#4 · Yavatmalcell 5000005052

distance 0.248 · cross-district

#5 · Chandrapurcell 4730001732

distance 0.252 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690002259

distance 0.262 · cross-district

#7 · Nandedcell 4850001816

distance 0.264 · cross-district

#8 · Washimcell 4990001182

distance 0.269 · cross-district

#9 · Chandrapurcell 4730001001

distance 0.269 · cross-district

#10 · Ahmednagarcell 4660010937

distance 0.272 · cross-district

#11 · Ahmednagarcell 4660013890

distance 0.273 · cross-district

#12 · Ahmednagarcell 4660009082

distance 0.276 · cross-district

#13 · Ahmednagarcell 4660008924

distance 0.279 · cross-district

#14 · Jalnacell 4790000452

distance 0.28 · cross-district

#15 · Nandedcell 4850004075

distance 0.28 · cross-district

#16 · Ahmednagarcell 4660009091

distance 0.281 · cross-district

#17 · Nashikcell 4870005579

distance 0.281 · cross-district

#18 · Dharashivcell 4880003720

distance 0.283 · 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":4770000563}}}'

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.