Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010352

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010263

distance 0.144

#2 · Punecell 4900010176

distance 0.164

#3 · Punecell 4900010447

distance 0.169

#4 · Punecell 4900010610

distance 0.175

#5 · Punecell 4900010178

distance 0.178

#6 · Punecell 4900010706

distance 0.195

#7 · Punecell 4900010793

distance 0.219

#8 · Punecell 4900010959

distance 0.222

#9 · Punecell 4900010362

distance 0.222

#10 · Punecell 4900010872

distance 0.227

#11 · Punecell 4900010524

distance 0.228

#12 · Punecell 4900010353

distance 0.232

#13 · Punecell 4900009880

distance 0.24

#14 · Punecell 4900010622

distance 0.244

#15 · Punecell 4900009374

distance 0.245

#16 · Punecell 4900009677

distance 0.245

#17 · Punecell 4900010449

distance 0.247

#18 · Punecell 4900010264

distance 0.248

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":4900010352}}}'

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.