Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003448

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003565

distance 0.171

#2 · Punecell 4900002434

distance 0.174

#3 · Punecell 4900003320

distance 0.179

#4 · Punecell 4900004132

distance 0.18

#5 · Punecell 4900003441

distance 0.183

#6 · Punecell 4900004418

distance 0.195

#7 · Punecell 4900003039

distance 0.203

#8 · Punecell 4900003857

distance 0.212

#9 · Punecell 4900003318

distance 0.218

#10 · Punecell 4900003442

distance 0.222

#11 · Punecell 4900004137

distance 0.224

#12 · Punecell 4900001406

distance 0.226

#13 · Punecell 4900001543

distance 0.228

#14 · Solapurcell 4960007891

distance 0.228 · cross-district

#15 · Punecell 4900004540

distance 0.23

#16 · Sataracell 4940007155

distance 0.23 · cross-district

#17 · Punecell 4900004422

distance 0.231

#18 · Punecell 4900003698

distance 0.238

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":4900003448}}}'

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.