Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000419

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

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000832

distance 0.149

#2 · Punecell 4900000952

distance 0.161

#3 · Punecell 4900004027

distance 0.163

#4 · Punecell 4900000626

distance 0.165

#5 · Punecell 4900000280

distance 0.167

#6 · Punecell 4900000195

distance 0.17

#7 · Solapurcell 4960008970

distance 0.173 · cross-district

#8 · Punecell 4900000830

distance 0.176

#9 · Punecell 4900000222

distance 0.183

#10 · Punecell 4900000703

distance 0.187

#11 · Punecell 4900000265

distance 0.188

#12 · Punecell 4900000264

distance 0.189

#13 · Punecell 4900000948

distance 0.196

#14 · Punecell 4900000836

distance 0.204

#15 · Punecell 4900000288

distance 0.208

#16 · Sataracell 4940008840

distance 0.21 · cross-district

#17 · Solapurcell 4960008259

distance 0.214 · cross-district

#18 · Punecell 4900000504

distance 0.218

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":4900000419}}}'

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.