Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000677

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

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008315

distance 0.136 · cross-district

#2 · Sataracell 4940007698

distance 0.137 · cross-district

#3 · Sataracell 4940008316

distance 0.142 · cross-district

#4 · Punecell 4900000570

distance 0.148

#5 · Punecell 4900001018

distance 0.15

#6 · Sataracell 4940008317

distance 0.162 · cross-district

#7 · Punecell 4900001046

distance 0.162

#8 · Punecell 4900000467

distance 0.169

#9 · Punecell 4900001020

distance 0.174

#10 · Sataracell 4940008109

distance 0.175 · cross-district

#11 · Kolhapurcell 4800003960

distance 0.177 · cross-district

#12 · Kolhapurcell 4800004207

distance 0.178 · cross-district

#13 · Punecell 4900001180

distance 0.179

#14 · Sataracell 4940007825

distance 0.185 · cross-district

#15 · Sataracell 4940007801

distance 0.187 · cross-district

#16 · Sataracell 4940007385

distance 0.188 · cross-district

#17 · Sataracell 4940008314

distance 0.188 · cross-district

#18 · Sataracell 4940008427

distance 0.189 · 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":4900000677}}}'

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.