Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009933

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 2 distinct districts

Index confidence

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.195

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007883

distance 0.195

#2 · Punecell 4900007994

distance 0.208

#3 · Punecell 4900009832

distance 0.211

#4 · Punecell 4900007768

distance 0.227

#5 · Punecell 4900008449

distance 0.235

#6 · Punecell 4900009831

distance 0.236

#7 · Punecell 4900009830

distance 0.243

#8 · Punecell 4900008454

distance 0.245

#9 · Punecell 4900009427

distance 0.247

#10 · Punecell 4900009324

distance 0.249

#11 · Punecell 4900010137

distance 0.253

#12 · Punecell 4900008233

distance 0.272

#13 · Punecell 4900009120

distance 0.273

#14 · Punecell 4900010040

distance 0.274

#15 · Punecell 4900008226

distance 0.275

#16 · Punecell 4900008667

distance 0.276

#17 · Punecell 4900009630

distance 0.278

#18 · Raigadcell 4910005105

distance 0.279 · 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":4900009933}}}'

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.