Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001213

The MH-36 locality cells most similar to this Pune 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.095

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001214

distance 0.095

#2 · Beedcell 4700001511

distance 0.124 · cross-district

#3 · Solapurcell 4960012128

distance 0.125 · cross-district

#4 · Beedcell 4700001510

distance 0.129 · cross-district

#5 · Beedcell 4700002616

distance 0.133 · cross-district

#6 · Solapurcell 4960012070

distance 0.136 · cross-district

#7 · Solapurcell 4960011903

distance 0.139 · cross-district

#8 · Punecell 4900002349

distance 0.141

#9 · Solapurcell 4960012067

distance 0.144 · cross-district

#10 · Solapurcell 4960012129

distance 0.147 · cross-district

#11 · Beedcell 4700001809

distance 0.15 · cross-district

#12 · Punecell 4900001345

distance 0.152

#13 · Beedcell 4700001364

distance 0.152 · cross-district

#14 · Beedcell 4700000962

distance 0.154 · cross-district

#15 · Solapurcell 4960011824

distance 0.154 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690003173

distance 0.155 · cross-district

#17 · Solapurcell 4960011555

distance 0.156 · cross-district

#18 · Beedcell 4700002451

distance 0.159 · 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":490,"cluster_id":4900001213}}}'

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.