Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001434

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000875

distance 0.134

#2 · Hingolicell 4770001428

distance 0.157

#3 · Yavatmalcell 5000002253

distance 0.162 · cross-district

#4 · Hingolicell 4770002268

distance 0.167

#5 · Hingolicell 4770000391

distance 0.169

#6 · Nandedcell 4850007575

distance 0.175 · cross-district

#7 · Hingolicell 4770000819

distance 0.178

#8 · Yavatmalcell 5000001075

distance 0.184 · cross-district

#9 · Hingolicell 4770001891

distance 0.186

#10 · Hingolicell 4770001268

distance 0.189

#11 · Washimcell 4990001285

distance 0.19 · cross-district

#12 · Washimcell 4990001883

distance 0.193 · cross-district

#13 · Nandedcell 4850007638

distance 0.201 · cross-district

#14 · Yavatmalcell 5000001715

distance 0.202 · cross-district

#15 · Nandedcell 4850007672

distance 0.205 · cross-district

#16 · Hingolicell 4770000703

distance 0.21

#17 · Hingolicell 4770001489

distance 0.211

#18 · Hingolicell 4770001551

distance 0.215

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":4770001434}}}'

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.