Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000836

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

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000775

distance 0.122

#2 · Hingolicell 4770001378

distance 0.126

#3 · Hingolicell 4770000776

distance 0.127

#4 · Nandedcell 4850007400

distance 0.135 · cross-district

#5 · Nandedcell 4850006962

distance 0.142 · cross-district

#6 · Hingolicell 4770000519

distance 0.158

#7 · Hingolicell 4770000897

distance 0.161

#8 · Yavatmalcell 5000001288

distance 0.162 · cross-district

#9 · Nandedcell 4850007196

distance 0.169 · cross-district

#10 · Nandedcell 4850006742

distance 0.17 · cross-district

#11 · Hingolicell 4770000777

distance 0.17

#12 · Yavatmalcell 5000001561

distance 0.17 · cross-district

#13 · Amravaticell 4680010360

distance 0.171 · cross-district

#14 · Hingolicell 4770001715

distance 0.172

#15 · Hingolicell 4770001177

distance 0.172

#16 · Hingolicell 4770002335

distance 0.174

#17 · Washimcell 4990002471

distance 0.177 · cross-district

#18 · Nandedcell 4850007190

distance 0.179 · 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":4770000836}}}'

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.