Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660009643

The MH-36 locality cells most similar to this Ahmednagar 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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690000469

distance 0.108 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690000269

distance 0.12 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690000125

distance 0.122 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690000463

distance 0.126 · cross-district

#5 · Ahmednagarcell 4660009132

distance 0.127

#6 · Chhatrapati Sambhajinagarcell 4690000713

distance 0.13 · cross-district

#7 · Parbhanicell 4890002828

distance 0.13 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690000178

distance 0.13 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690000598

distance 0.132 · cross-district

#10 · Parbhanicell 4890003215

distance 0.132 · cross-district

#11 · Beedcell 4700008930

distance 0.133 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690000235

distance 0.133 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690000270

distance 0.134 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690000422

distance 0.135 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000666

distance 0.136 · cross-district

#16 · Beedcell 4700009040

distance 0.137 · cross-district

#17 · Parbhanicell 4890002563

distance 0.139 · cross-district

#18 · Parbhanicell 4890003388

distance 0.139 · 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":466,"cluster_id":4660009643}}}'

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.