Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000389

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 4 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 4900004027

distance 0.159

#2 · Punecell 4900000572

distance 0.199

#3 · Sataracell 4940008601

distance 0.204 · cross-district

#4 · Sataracell 4940004530

distance 0.207 · cross-district

#5 · Punecell 4900000222

distance 0.216

#6 · Punecell 4900000264

distance 0.217

#7 · Punecell 4900000265

distance 0.218

#8 · Punecell 4900000774

distance 0.218

#9 · Punecell 4900000703

distance 0.219

#10 · Punecell 4900000626

distance 0.221

#11 · Punecell 4900000124

distance 0.227

#12 · Punecell 4900000419

distance 0.228

#13 · Solapurcell 4960008970

distance 0.228 · cross-district

#14 · Sataracell 4940008487

distance 0.229 · cross-district

#15 · Kolhapurcell 4800005212

distance 0.23 · cross-district

#16 · Punecell 4900003908

distance 0.232

#17 · Solapurcell 4960008144

distance 0.234 · cross-district

#18 · Punecell 4900000607

distance 0.235

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":4900000389}}}'

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.