Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005002

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

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004166

distance 0.141 · cross-district

#2 · Punecell 4900004866

distance 0.153

#3 · Punecell 4900004730

distance 0.177

#4 · Punecell 4900007391

distance 0.187

#5 · Beedcell 4700003997

distance 0.196 · cross-district

#6 · Punecell 4900006769

distance 0.199

#7 · Ahmednagarcell 4660000455

distance 0.202 · cross-district

#8 · Punecell 4900004728

distance 0.204

#9 · Punecell 4900004729

distance 0.204

#10 · Punecell 4900005669

distance 0.206

#11 · Beedcell 4700004330

distance 0.207 · cross-district

#12 · Punecell 4900001451

distance 0.209

#13 · Ahmednagarcell 4660003635

distance 0.21 · cross-district

#14 · Punecell 4900002952

distance 0.211

#15 · Punecell 4900008536

distance 0.212

#16 · Punecell 4900003616

distance 0.212

#17 · Beedcell 4700003130

distance 0.213 · cross-district

#18 · Punecell 4900007022

distance 0.214

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":4900005002}}}'

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.