Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003364

The MH-36 locality cells most similar to this Parbhani 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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006909

distance 0.177 · cross-district

#2 · Beedcell 4700007027

distance 0.191 · cross-district

#3 · Parbhanicell 4890002668

distance 0.192

#4 · Ahmednagarcell 4660001204

distance 0.195 · cross-district

#5 · Solapurcell 4960006288

distance 0.196 · cross-district

#6 · Solapurcell 4960004529

distance 0.202 · cross-district

#7 · Solapurcell 4960005471

distance 0.202 · cross-district

#8 · Solapurcell 4960005733

distance 0.203 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690002047

distance 0.204 · cross-district

#10 · Beedcell 4700002691

distance 0.204 · cross-district

#11 · Ahmednagarcell 4660009952

distance 0.204 · cross-district

#12 · Solapurcell 4960005743

distance 0.208 · cross-district

#13 · Solapurcell 4960007076

distance 0.208 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690000081

distance 0.21 · cross-district

#15 · Beedcell 4700003141

distance 0.215 · cross-district

#16 · Chandrapurcell 4730002073

distance 0.217 · cross-district

#17 · Solapurcell 4960004852

distance 0.218 · cross-district

#18 · Solapurcell 4960004868

distance 0.218 · 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":489,"cluster_id":4890003364}}}'

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.