Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002158

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.11

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001908

distance 0.11

#2 · Hingolicell 4770002095

distance 0.119

#3 · Hingolicell 4770001970

distance 0.121

#4 · Hingolicell 4770001972

distance 0.122

#5 · Hingolicell 4770002151

distance 0.132

#6 · Hingolicell 4770001910

distance 0.135

#7 · Hingolicell 4770002109

distance 0.15

#8 · Hingolicell 4770002149

distance 0.15

#9 · Hingolicell 4770002032

distance 0.152

#10 · Hingolicell 4770001850

distance 0.157

#11 · Hingolicell 4770003415

distance 0.159

#12 · Hingolicell 4770002035

distance 0.164

#13 · Hingolicell 4770003414

distance 0.165

#14 · Hingolicell 4770001911

distance 0.166

#15 · Hingolicell 4770002170

distance 0.167

#16 · Hingolicell 4770002044

distance 0.172

#17 · Hingolicell 4770003400

distance 0.176

#18 · Hingolicell 4770001846

distance 0.177

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":4770002158}}}'

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.