Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002667

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 1 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004338

distance 0.139

#2 · Punecell 4900003780

distance 0.17

#3 · Punecell 4900003784

distance 0.183

#4 · Punecell 4900004195

distance 0.208

#5 · Punecell 4900004197

distance 0.212

#6 · Punecell 4900003927

distance 0.219

#7 · Punecell 4900003922

distance 0.22

#8 · Punecell 4900003108

distance 0.242

#9 · Punecell 4900003106

distance 0.253

#10 · Punecell 4900005289

distance 0.255

#11 · Punecell 4900003642

distance 0.258

#12 · Punecell 4900004331

distance 0.258

#13 · Punecell 4900003109

distance 0.261

#14 · Punecell 4900007060

distance 0.262

#15 · Punecell 4900003636

distance 0.262

#16 · Punecell 4900005292

distance 0.263

#17 · Punecell 4900005950

distance 0.263

#18 · Punecell 4900003638

distance 0.264

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":4900002667}}}'

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.