Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001040

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000557

distance 0.149

#2 · Punecell 4900002324

distance 0.156

#3 · Punecell 4900002792

distance 0.162

#4 · Punecell 4900000573

distance 0.168

#5 · Sataracell 4940007906

distance 0.173 · cross-district

#6 · Punecell 4900004291

distance 0.18

#7 · Punecell 4900000779

distance 0.187

#8 · Punecell 4900002923

distance 0.188

#9 · Sataracell 4940008218

distance 0.188 · cross-district

#10 · Punecell 4900000658

distance 0.189

#11 · Solapurcell 4960007783

distance 0.189 · cross-district

#12 · Punecell 4900002337

distance 0.191

#13 · Punecell 4900001033

distance 0.191

#14 · Kolhapurcell 4800004039

distance 0.193 · cross-district

#15 · Punecell 4900001036

distance 0.196

#16 · Punecell 4900000801

distance 0.2

#17 · Sataracell 4940008603

distance 0.2 · cross-district

#18 · Sataracell 4940008221

distance 0.203 · 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":4900001040}}}'

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.