Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000071

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 · Punecell 4900000033

distance 0.141

#2 · Punecell 4900001092

distance 0.164

#3 · Punecell 4900000032

distance 0.179

#4 · Punecell 4900000291

distance 0.182

#5 · Punecell 4900000181

distance 0.189

#6 · Solapurcell 4960009284

distance 0.193 · cross-district

#7 · Punecell 4900000615

distance 0.197

#8 · Punecell 4900000157

distance 0.197

#9 · Punecell 4900000095

distance 0.199

#10 · Jalgaoncell 4780008115

distance 0.199 · cross-district

#11 · Punecell 4900000051

distance 0.199

#12 · Punecell 4900000069

distance 0.204

#13 · Solapurcell 4960007563

distance 0.205 · cross-district

#14 · Punecell 4900000349

distance 0.207

#15 · Punecell 4900000418

distance 0.208

#16 · Punecell 4900000523

distance 0.212

#17 · Punecell 4900000037

distance 0.214

#18 · Punecell 4900000267

distance 0.216

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":4900000071}}}'

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.