Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002567

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

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002566

distance 0.146

#2 · Punecell 4900003002

distance 0.177

#3 · Punecell 4900010174

distance 0.233

#4 · Punecell 4900002568

distance 0.233

#5 · Punecell 4900003155

distance 0.238

#6 · Punecell 4900003160

distance 0.244

#7 · Punecell 4900001949

distance 0.244

#8 · Punecell 4900003001

distance 0.253

#9 · Punecell 4900002570

distance 0.257

#10 · Sataracell 4940008845

distance 0.266 · cross-district

#11 · Punecell 4900002260

distance 0.267

#12 · Punecell 4900010178

distance 0.268

#13 · Punecell 4900003157

distance 0.268

#14 · Punecell 4900002262

distance 0.269

#15 · Punecell 4900003816

distance 0.27

#16 · Punecell 4900003538

distance 0.272

#17 · Punecell 4900002265

distance 0.274

#18 · Punecell 4900010078

distance 0.278

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":4900002567}}}'

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.