Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000729

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.209

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990001496

distance 0.209 · cross-district

#2 · Hingolicell 4770001306

distance 0.22

#3 · Jalnacell 4790000131

distance 0.226 · cross-district

#4 · Washimcell 4990001857

distance 0.234 · cross-district

#5 · Hingolicell 4770003528

distance 0.24

#6 · Hingolicell 4770000728

distance 0.244

#7 · Jalgaoncell 4780005076

distance 0.249 · cross-district

#8 · Yavatmalcell 5000005997

distance 0.251 · cross-district

#9 · Washimcell 4990001769

distance 0.252 · cross-district

#10 · Parbhanicell 4890002869

distance 0.253 · cross-district

#11 · Washimcell 4990001770

distance 0.258 · cross-district

#12 · Nandedcell 4850001002

distance 0.263 · cross-district

#13 · Solapurcell 4960004802

distance 0.267 · cross-district

#14 · Nandedcell 4850000147

distance 0.269 · cross-district

#15 · Parbhanicell 4890002208

distance 0.271 · cross-district

#16 · Laturcell 4810003790

distance 0.272 · cross-district

#17 · Nandedcell 4850007465

distance 0.273 · cross-district

#18 · Beedcell 4700000212

distance 0.274 · 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":4770000729}}}'

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.