Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012401

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

0.207

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013240

distance 0.207

#2 · Punecell 4900012479

distance 0.215

#3 · Nashikcell 4870001529

distance 0.237 · cross-district

#4 · Punecell 4900012473

distance 0.24

#5 · Sataracell 4940006794

distance 0.243 · cross-district

#6 · Punecell 4900013064

distance 0.246

#7 · Nashikcell 4870000331

distance 0.249 · cross-district

#8 · Punecell 4900012341

distance 0.253

#9 · Nashikcell 4870000180

distance 0.253 · cross-district

#10 · Punecell 4900012270

distance 0.253

#11 · Punecell 4900013144

distance 0.259

#12 · Nashikcell 4870001249

distance 0.265 · cross-district

#13 · Nashikcell 4870000496

distance 0.271 · cross-district

#14 · Punecell 4900012393

distance 0.272

#15 · Punecell 4900012327

distance 0.272

#16 · Ahmednagarcell 4660007573

distance 0.274 · cross-district

#17 · Nashikcell 4870001828

distance 0.277 · cross-district

#18 · Punecell 4900013249

distance 0.279

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":4900012401}}}'

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.