Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013248

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012393

distance 0.206

#2 · Punecell 4900013312

distance 0.207

#3 · Punecell 4900013249

distance 0.218

#4 · Punecell 4900013281

distance 0.223

#5 · Punecell 4900013335

distance 0.242

#6 · Punecell 4900012552

distance 0.245

#7 · Nashikcell 4870003485

distance 0.253 · cross-district

#8 · Nashikcell 4870000349

distance 0.257 · cross-district

#9 · Ahmednagarcell 4660011477

distance 0.258 · cross-district

#10 · Punecell 4900012327

distance 0.259

#11 · Punecell 4900012323

distance 0.259

#12 · Nashikcell 4870000246

distance 0.261 · cross-district

#13 · Punecell 4900012479

distance 0.261

#14 · Punecell 4900012270

distance 0.262

#15 · Punecell 4900012338

distance 0.262

#16 · Ahmednagarcell 4660009999

distance 0.263 · cross-district

#17 · Punecell 4900012394

distance 0.264

#18 · Ahmednagarcell 4660008327

distance 0.264 · 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":4900013248}}}'

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.