Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012352

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004686

distance 0.161

#2 · Punecell 4900002122

distance 0.208

#3 · Punecell 4900002279

distance 0.217

#4 · Punecell 4900003303

distance 0.219

#5 · Punecell 4900004415

distance 0.219

#6 · Ahmednagarcell 4660005653

distance 0.22 · cross-district

#7 · Punecell 4900007490

distance 0.22

#8 · Punecell 4900012778

distance 0.221

#9 · Punecell 4900003989

distance 0.221

#10 · Punecell 4900012285

distance 0.222

#11 · Ahmednagarcell 4660007453

distance 0.223 · cross-district

#12 · Punecell 4900006883

distance 0.227

#13 · Punecell 4900012288

distance 0.229

#14 · Punecell 4900003297

distance 0.232

#15 · Punecell 4900004268

distance 0.233

#16 · Punecell 4900006398

distance 0.234

#17 · Sataracell 4940006941

distance 0.234 · cross-district

#18 · Punecell 4900004129

distance 0.24

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":4900012352}}}'

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.