Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002050

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002348

distance 0.135

#2 · Punecell 4900006775

distance 0.171

#3 · Beedcell 4700002800

distance 0.173 · cross-district

#4 · Beedcell 4700002292

distance 0.183 · cross-district

#5 · Solapurcell 4960006941

distance 0.187 · cross-district

#6 · Punecell 4900006650

distance 0.192

#7 · Punecell 4900001753

distance 0.205

#8 · Chhatrapati Sambhajinagarcell 4690003754

distance 0.205 · cross-district

#9 · Punecell 4900000421

distance 0.207

#10 · Chhatrapati Sambhajinagarcell 4690005212

distance 0.208 · cross-district

#11 · Ahmednagarcell 4660000380

distance 0.212 · cross-district

#12 · Beedcell 4700000057

distance 0.214 · cross-district

#13 · Punecell 4900002361

distance 0.215

#14 · Solapurcell 4960011463

distance 0.217 · cross-district

#15 · Dharashivcell 4880000274

distance 0.218 · cross-district

#16 · Punecell 4900002934

distance 0.22

#17 · Punecell 4900002951

distance 0.222

#18 · Dharashivcell 4880000581

distance 0.223 · 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":4900002050}}}'

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.