Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000421

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002348

distance 0.185

#2 · Punecell 4900002050

distance 0.207

#3 · Solapurcell 4960009077

distance 0.209 · cross-district

#4 · Punecell 4900001753

distance 0.215

#5 · Punecell 4900004167

distance 0.216

#6 · Punecell 4900001763

distance 0.223

#7 · Punecell 4900002934

distance 0.227

#8 · Punecell 4900002951

distance 0.232

#9 · Nandedcell 4850003396

distance 0.24 · cross-district

#10 · Punecell 4900002960

distance 0.242

#11 · Chhatrapati Sambhajinagarcell 4690003754

distance 0.243 · cross-district

#12 · Nandedcell 4850003394

distance 0.249 · cross-district

#13 · Punecell 4900000168

distance 0.25

#14 · Punecell 4900005801

distance 0.251

#15 · Punecell 4900002053

distance 0.252

#16 · Punecell 4900000724

distance 0.255

#17 · Akolacell 4670000524

distance 0.256 · cross-district

#18 · Punecell 4900000851

distance 0.258

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":4900000421}}}'

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.