Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006304

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007383

distance 0.19

#2 · Punecell 4900001731

distance 0.198

#3 · Dharashivcell 4880003310

distance 0.205 · cross-district

#4 · Solapurcell 4960009418

distance 0.226 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690003349

distance 0.226 · cross-district

#6 · Punecell 4900007013

distance 0.228

#7 · Punecell 4900003750

distance 0.234

#8 · Sanglicell 4930001909

distance 0.235 · cross-district

#9 · Punecell 4900003762

distance 0.244

#10 · Chhatrapati Sambhajinagarcell 4690000151

distance 0.252 · cross-district

#11 · Punecell 4900001487

distance 0.254

#12 · Nashikcell 4870004996

distance 0.254 · cross-district

#13 · Solapurcell 4960008713

distance 0.262 · cross-district

#14 · Beedcell 4700005577

distance 0.265 · cross-district

#15 · Dharashivcell 4880005398

distance 0.265 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690001404

distance 0.266 · cross-district

#17 · Nashikcell 4870004412

distance 0.269 · cross-district

#18 · Ahmednagarcell 4660002677

distance 0.27 · 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":4900006304}}}'

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.