Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007277

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009202

distance 0.214

#2 · Punecell 4900007762

distance 0.224

#3 · Nashikcell 4870003130

distance 0.241 · cross-district

#4 · Punecell 4900007877

distance 0.257

#5 · Sanglicell 4930007175

distance 0.26 · cross-district

#6 · Solapurcell 4960009525

distance 0.265 · cross-district

#7 · Nagpurcell 4840007204

distance 0.265 · cross-district

#8 · Punecell 4900007876

distance 0.265

#9 · Punecell 4900007642

distance 0.271

#10 · Sataracell 4940008623

distance 0.272 · cross-district

#11 · Beedcell 4700003819

distance 0.277 · cross-district

#12 · Sanglicell 4930006881

distance 0.277 · cross-district

#13 · Solapurcell 4960001070

distance 0.281 · cross-district

#14 · Ahmednagarcell 4660004261

distance 0.284 · cross-district

#15 · Solapurcell 4960005466

distance 0.285 · cross-district

#16 · Ahmednagarcell 4660011566

distance 0.287 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690001923

distance 0.287 · cross-district

#18 · Ahmednagarcell 4660000664

distance 0.29 · 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":4900007277}}}'

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.