Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013256

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

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013008

distance 0.111

#2 · Punecell 4900013158

distance 0.212

#3 · Thanecell 4970000855

distance 0.26 · cross-district

#4 · Punecell 4900013293

distance 0.301

#5 · Punecell 4900013128

distance 0.302

#6 · Sataracell 4940008037

distance 0.317 · cross-district

#7 · Punecell 4900013129

distance 0.321

#8 · Sataracell 4940008344

distance 0.325 · cross-district

#9 · Thanecell 4970000933

distance 0.332 · cross-district

#10 · Punecell 4900013252

distance 0.337

#11 · Punecell 4900012967

distance 0.337

#12 · Sataracell 4940008243

distance 0.34 · cross-district

#13 · Punecell 4900012384

distance 0.341

#14 · Punecell 4900000301

distance 0.343

#15 · Punecell 4900013189

distance 0.346

#16 · Thanecell 4970000707

distance 0.357 · cross-district

#17 · Sataracell 4940008036

distance 0.359 · cross-district

#18 · Punecell 4900000373

distance 0.36

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":4900013256}}}'

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.