Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000082

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

0.1

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001879

distance 0.1 · cross-district

#2 · Hingolicell 4770000158

distance 0.106

#3 · Parbhanicell 4890001873

distance 0.127 · cross-district

#4 · Parbhanicell 4890003036

distance 0.168 · cross-district

#5 · Parbhanicell 4890002613

distance 0.168 · cross-district

#6 · Hingolicell 4770000199

distance 0.176

#7 · Hingolicell 4770002203

distance 0.186

#8 · Hingolicell 4770000493

distance 0.189

#9 · Parbhanicell 4890002608

distance 0.196 · cross-district

#10 · Parbhanicell 4890002203

distance 0.197 · cross-district

#11 · Yavatmalcell 5000002776

distance 0.202 · cross-district

#12 · Parbhanicell 4890002604

distance 0.203 · cross-district

#13 · Hingolicell 4770001367

distance 0.204

#14 · Hingolicell 4770002201

distance 0.209

#15 · Parbhanicell 4890002291

distance 0.212 · cross-district

#16 · Parbhanicell 4890001704

distance 0.216 · cross-district

#17 · Yavatmalcell 5000002509

distance 0.218 · cross-district

#18 · Hingolicell 4770000128

distance 0.218

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":4770000082}}}'

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.