Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013158

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

0.114

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013128

distance 0.114

#2 · Punecell 4900013008

distance 0.187

#3 · Punecell 4900013256

distance 0.212

#4 · Punecell 4900013129

distance 0.238

#5 · Thanecell 4970000933

distance 0.265 · cross-district

#6 · Sataracell 4940008037

distance 0.322 · cross-district

#7 · Punecell 4900000301

distance 0.325

#8 · Sataracell 4940008344

distance 0.327 · cross-district

#9 · Sataracell 4940007735

distance 0.336 · cross-district

#10 · Sataracell 4940008243

distance 0.339 · cross-district

#11 · Sataracell 4940008540

distance 0.341 · cross-district

#12 · Punecell 4900012918

distance 0.347

#13 · Sataracell 4940008038

distance 0.349 · cross-district

#14 · Punecell 4900013252

distance 0.354

#15 · Raigadcell 4910000475

distance 0.356 · cross-district

#16 · Punecell 4900012925

distance 0.357

#17 · Thanecell 4970000855

distance 0.357 · cross-district

#18 · Punecell 4900013293

distance 0.361

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":4900013158}}}'

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.