Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006175

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005668

distance 0.148

#2 · Punecell 4900005660

distance 0.151

#3 · Punecell 4900005784

distance 0.159

#4 · Punecell 4900005528

distance 0.166

#5 · Punecell 4900005402

distance 0.167

#6 · Punecell 4900005397

distance 0.168

#7 · Punecell 4900005781

distance 0.171

#8 · Punecell 4900007626

distance 0.174

#9 · Punecell 4900005401

distance 0.174

#10 · Ahmednagarcell 4660001137

distance 0.178 · cross-district

#11 · Solapurcell 4960004097

distance 0.184 · cross-district

#12 · Beedcell 4700002957

distance 0.186 · cross-district

#13 · Punecell 4900006036

distance 0.187

#14 · Ahmednagarcell 4660000871

distance 0.187 · cross-district

#15 · Punecell 4900005656

distance 0.189

#16 · Sanglicell 4930006889

distance 0.189 · cross-district

#17 · Punecell 4900004734

distance 0.191

#18 · Punecell 4900004978

distance 0.192

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":4900006175}}}'

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.