Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003206

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003470

distance 0.151

#2 · Punecell 4900003487

distance 0.165

#3 · Punecell 4900001726

distance 0.178

#4 · Punecell 4900003057

distance 0.181

#5 · Punecell 4900002470

distance 0.186

#6 · Punecell 4900000910

distance 0.188

#7 · Solapurcell 4960007895

distance 0.189 · cross-district

#8 · Punecell 4900002027

distance 0.19

#9 · Punecell 4900001159

distance 0.192

#10 · Punecell 4900001293

distance 0.195

#11 · Sataracell 4940007392

distance 0.2 · cross-district

#12 · Nashikcell 4870002113

distance 0.2 · cross-district

#13 · Punecell 4900000791

distance 0.203

#14 · Punecell 4900001692

distance 0.204

#15 · Punecell 4900003588

distance 0.205

#16 · Sataracell 4940007273

distance 0.206 · cross-district

#17 · Sataracell 4940007503

distance 0.207 · cross-district

#18 · Sataracell 4940006374

distance 0.208 · cross-district

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":4900003206}}}'

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.