Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000301

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008344

distance 0.126 · cross-district

#2 · Punecell 4900000366

distance 0.167

#3 · Punecell 4900000254

distance 0.188

#4 · Punecell 4900000362

distance 0.224

#5 · Sataracell 4940008245

distance 0.229 · cross-district

#6 · Sataracell 4940008038

distance 0.229 · cross-district

#7 · Sataracell 4940008045

distance 0.243 · cross-district

#8 · Sataracell 4940008037

distance 0.244 · cross-district

#9 · Sataracell 4940008036

distance 0.254 · cross-district

#10 · Sataracell 4940006764

distance 0.254 · cross-district

#11 · Sataracell 4940007835

distance 0.261 · cross-district

#12 · Sataracell 4940008345

distance 0.264 · cross-district

#13 · Sataracell 4940008159

distance 0.264 · cross-district

#14 · Sataracell 4940007840

distance 0.267 · cross-district

#15 · Sataracell 4940008354

distance 0.269 · cross-district

#16 · Punecell 4900000260

distance 0.269

#17 · Raigadcell 4910000475

distance 0.272 · cross-district

#18 · Sataracell 4940008353

distance 0.276 · 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":4900000301}}}'

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.