Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010728

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

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009709

distance 0.208

#2 · Punecell 4900003974

distance 0.22

#3 · Punecell 4900008849

distance 0.246

#4 · Ahmednagarcell 4660004807

distance 0.26 · cross-district

#5 · Punecell 4900009183

distance 0.269

#6 · Punecell 4900009291

distance 0.275

#7 · Punecell 4900008627

distance 0.279

#8 · Punecell 4900005903

distance 0.294

#9 · Sataracell 4940009001

distance 0.31 · cross-district

#10 · Punecell 4900006139

distance 0.313

#11 · Punecell 4900011747

distance 0.319

#12 · Punecell 4900005901

distance 0.32

#13 · Punecell 4900008733

distance 0.327

#14 · Punecell 4900010635

distance 0.337

#15 · Punecell 4900006032

distance 0.34

#16 · Punecell 4900006638

distance 0.341

#17 · Punecell 4900009896

distance 0.342

#18 · Punecell 4900012217

distance 0.346

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":4900010728}}}'

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.