Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003821

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.159

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002260

distance 0.159

#2 · Punecell 4900002574

distance 0.161

#3 · Punecell 4900002262

distance 0.162

#4 · Sataracell 4940008964

distance 0.172 · cross-district

#5 · Punecell 4900002259

distance 0.175

#6 · Punecell 4900003290

distance 0.214

#7 · Sataracell 4940008965

distance 0.231 · cross-district

#8 · Punecell 4900002268

distance 0.232

#9 · Punecell 4900002103

distance 0.234

#10 · Punecell 4900002862

distance 0.241

#11 · Punecell 4900002258

distance 0.242

#12 · Punecell 4900002724

distance 0.247

#13 · Punecell 4900003295

distance 0.247

#14 · Punecell 4900002263

distance 0.256

#15 · Punecell 4900003964

distance 0.261

#16 · Punecell 4900001803

distance 0.27

#17 · Punecell 4900001961

distance 0.272

#18 · Punecell 4900003157

distance 0.272

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":4900003821}}}'

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.