Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000407

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001854

distance 0.135

#2 · Solapurcell 4960008252

distance 0.136 · cross-district

#3 · Solapurcell 4960008370

distance 0.143 · cross-district

#4 · Sataracell 4940008136

distance 0.157 · cross-district

#5 · Solapurcell 4960008956

distance 0.158 · cross-district

#6 · Sataracell 4940008514

distance 0.161 · cross-district

#7 · Punecell 4900001035

distance 0.162

#8 · Punecell 4900000172

distance 0.17

#9 · Solapurcell 4960008580

distance 0.171 · cross-district

#10 · Punecell 4900001289

distance 0.171

#11 · Sataracell 4940007512

distance 0.171 · cross-district

#12 · Sataracell 4940007930

distance 0.172 · cross-district

#13 · Sataracell 4940008135

distance 0.173 · cross-district

#14 · Sataracell 4940008537

distance 0.18 · cross-district

#15 · Sataracell 4940008486

distance 0.181 · cross-district

#16 · Sataracell 4940008676

distance 0.181 · cross-district

#17 · Solapurcell 4960007285

distance 0.181 · cross-district

#18 · Sataracell 4940008030

distance 0.182 · 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":4900000407}}}'

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.