Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004451

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

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000719

distance 0.178

#2 · Punecell 4900001425

distance 0.192

#3 · Punecell 4900002620

distance 0.218

#4 · Nashikcell 4870004412

distance 0.247 · cross-district

#5 · Punecell 4900000932

distance 0.248

#6 · Punecell 4900003762

distance 0.254

#7 · Punecell 4900000706

distance 0.255

#8 · Solapurcell 4960008090

distance 0.255 · cross-district

#9 · Punecell 4900003313

distance 0.256

#10 · Nashikcell 4870003701

distance 0.259 · cross-district

#11 · Punecell 4900003601

distance 0.264

#12 · Sanglicell 4930006038

distance 0.265 · cross-district

#13 · Punecell 4900001086

distance 0.266

#14 · Nashikcell 4870011340

distance 0.27 · cross-district

#15 · Punecell 4900004040

distance 0.271

#16 · Punecell 4900006405

distance 0.272

#17 · Solapurcell 4960006638

distance 0.274 · cross-district

#18 · Punecell 4900007383

distance 0.275

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":4900004451}}}'

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.