Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000538

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

0.91

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 4900000220

distance 0.146

#2 · Punecell 4900000453

distance 0.15

#3 · Sataracell 4940007435

distance 0.18 · cross-district

#4 · Punecell 4900000545

distance 0.193

#5 · Punecell 4900000260

distance 0.197

#6 · Sataracell 4940007835

distance 0.212 · cross-district

#7 · Punecell 4900000316

distance 0.212

#8 · Sataracell 4940007938

distance 0.217 · cross-district

#9 · Punecell 4900000363

distance 0.221

#10 · Sataracell 4940008259

distance 0.227 · cross-district

#11 · Sataracell 4940008245

distance 0.232 · cross-district

#12 · Sataracell 4940007836

distance 0.237 · cross-district

#13 · Punecell 4900000259

distance 0.238

#14 · Punecell 4900000999

distance 0.245

#15 · Punecell 4900000550

distance 0.251

#16 · Sataracell 4940008042

distance 0.255 · cross-district

#17 · Punecell 4900000764

distance 0.258

#18 · Sataracell 4940006764

distance 0.259 · 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":4900000538}}}'

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.