Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001889

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

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002196

distance 0.157

#2 · Beedcell 4700001362

distance 0.189 · cross-district

#3 · Ahmednagarcell 4660001876

distance 0.201 · cross-district

#4 · Punecell 4900001614

distance 0.208

#5 · Chhatrapati Sambhajinagarcell 4690002240

distance 0.209 · cross-district

#6 · Solapurcell 4960002959

distance 0.21 · cross-district

#7 · Ahmednagarcell 4660000250

distance 0.211 · cross-district

#8 · Punecell 4900000038

distance 0.214

#9 · Punecell 4900001886

distance 0.215

#10 · Punecell 4900000030

distance 0.216

#11 · Punecell 4900000959

distance 0.217

#12 · Punecell 4900005672

distance 0.217

#13 · Chhatrapati Sambhajinagarcell 4690002446

distance 0.218 · cross-district

#14 · Punecell 4900001887

distance 0.22

#15 · Solapurcell 4960011735

distance 0.22 · cross-district

#16 · Punecell 4900002513

distance 0.222

#17 · Punecell 4900001480

distance 0.223

#18 · Sanglicell 4930001440

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":4900001889}}}'

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.