Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003352

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 9 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.271

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690002168

distance 0.271 · cross-district

#2 · Sanglicell 4930006951

distance 0.285 · cross-district

#3 · Sataracell 4940007580

distance 0.29 · cross-district

#4 · Sataracell 4940006588

distance 0.29 · cross-district

#5 · Punecell 4900001013

distance 0.291

#6 · Punecell 4900000266

distance 0.296

#7 · Solapurcell 4960010212

distance 0.296 · cross-district

#8 · Solapurcell 4960009582

distance 0.297 · cross-district

#9 · Punecell 4900005129

distance 0.301

#10 · Ahmednagarcell 4660004041

distance 0.305 · cross-district

#11 · Punecell 4900000159

distance 0.324

#12 · Dharashivcell 4880003473

distance 0.326 · cross-district

#13 · Punecell 4900006773

distance 0.329

#14 · Nandedcell 4850003385

distance 0.331 · cross-district

#15 · Ahmednagarcell 4660012301

distance 0.333 · cross-district

#16 · Nashikcell 4870004685

distance 0.336 · cross-district

#17 · Sataracell 4940001180

distance 0.336 · cross-district

#18 · Ahmednagarcell 4660014282

distance 0.337 · 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":4900003352}}}'

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.