Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001697

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000001282

distance 0.139 · cross-district

#2 · Hingolicell 4770001009

distance 0.144

#3 · Hingolicell 4770001076

distance 0.146

#4 · Hingolicell 4770001362

distance 0.148

#5 · Hingolicell 4770001136

distance 0.151

#6 · Hingolicell 4770001120

distance 0.151

#7 · Hingolicell 4770001014

distance 0.163

#8 · Hingolicell 4770001642

distance 0.164

#9 · Yavatmalcell 5000001628

distance 0.165 · cross-district

#10 · Yavatmalcell 5000001441

distance 0.165 · cross-district

#11 · Yavatmalcell 5000001705

distance 0.167 · cross-district

#12 · Nandedcell 4850006895

distance 0.173 · cross-district

#13 · Hingolicell 4770001357

distance 0.174

#14 · Hingolicell 4770001528

distance 0.175

#15 · Hingolicell 4770001119

distance 0.176

#16 · Hingolicell 4770001182

distance 0.176

#17 · Hingolicell 4770001536

distance 0.178

#18 · Hingolicell 4770001418

distance 0.18

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":4770001697}}}'

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.