Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000396

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.254

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960008261

distance 0.254 · cross-district

#2 · Nashikcell 4870004512

distance 0.269 · cross-district

#3 · Punecell 4900000146

distance 0.276

#4 · Punecell 4900008651

distance 0.294

#5 · Beedcell 4700003129

distance 0.319 · cross-district

#6 · Solapurcell 4960008687

distance 0.32 · cross-district

#7 · Punecell 4900000972

distance 0.323

#8 · Punecell 4900000059

distance 0.331

#9 · Sataracell 4940008485

distance 0.331 · cross-district

#10 · Punecell 4900007261

distance 0.337

#11 · Sanglicell 4930004280

distance 0.342 · cross-district

#12 · Punecell 4900000393

distance 0.342

#13 · Ahmednagarcell 4660002078

distance 0.342 · cross-district

#14 · Punecell 4900000148

distance 0.345

#15 · Nashikcell 4870002875

distance 0.345 · cross-district

#16 · Punecell 4900001897

distance 0.345

#17 · Punecell 4900002500

distance 0.346

#18 · Sataracell 4940005515

distance 0.359 · 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":4900000396}}}'

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.