Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005655

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005526

distance 0.13

#2 · Punecell 4900005789

distance 0.157

#3 · Punecell 4900005533

distance 0.161

#4 · Punecell 4900006047

distance 0.172

#5 · Beedcell 4700005437

distance 0.176 · cross-district

#6 · Punecell 4900006172

distance 0.202

#7 · Beedcell 4700000280

distance 0.203 · cross-district

#8 · Punecell 4900004049

distance 0.213

#9 · Beedcell 4700006953

distance 0.214 · cross-district

#10 · Punecell 4900003483

distance 0.215

#11 · Punecell 4900005785

distance 0.216

#12 · Solapurcell 4960009556

distance 0.218 · cross-district

#13 · Laturcell 4810003653

distance 0.219 · cross-district

#14 · Punecell 4900005538

distance 0.221

#15 · Nashikcell 4870012321

distance 0.223 · cross-district

#16 · Ahmednagarcell 4660003084

distance 0.224 · cross-district

#17 · Punecell 4900004719

distance 0.224

#18 · Jalgaoncell 4780003739

distance 0.226 · 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":4900005655}}}'

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.