Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000819

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000582

distance 0.174

#2 · Punecell 4900000102

distance 0.186

#3 · Solapurcell 4960008366

distance 0.19 · cross-district

#4 · Punecell 4900000698

distance 0.193

#5 · Sataracell 4940003995

distance 0.199 · cross-district

#6 · Punecell 4900000573

distance 0.206

#7 · Punecell 4900000012

distance 0.214

#8 · Sataracell 4940008220

distance 0.216 · cross-district

#9 · Punecell 4900001311

distance 0.231

#10 · Sataracell 4940008423

distance 0.235 · cross-district

#11 · Punecell 4900002788

distance 0.237

#12 · Kolhapurcell 4800005231

distance 0.239 · cross-district

#13 · Sataracell 4940004824

distance 0.239 · cross-district

#14 · Solapurcell 4960007786

distance 0.241 · cross-district

#15 · Punecell 4900000784

distance 0.242

#16 · Solapurcell 4960007667

distance 0.244 · cross-district

#17 · Punecell 4900000557

distance 0.249

#18 · Nashikcell 4870005121

distance 0.251 · 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":4900000819}}}'

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.