Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004596

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940007821

distance 0.158 · cross-district

#2 · Punecell 4900003901

distance 0.159

#3 · Sataracell 4940007820

distance 0.16 · cross-district

#4 · Sataracell 4940008229

distance 0.165 · cross-district

#5 · Punecell 4900002633

distance 0.165

#6 · Punecell 4900001035

distance 0.175

#7 · Punecell 4900003088

distance 0.181

#8 · Solapurcell 4960006754

distance 0.181 · cross-district

#9 · Punecell 4900007755

distance 0.182

#10 · Sataracell 4940007904

distance 0.183 · cross-district

#11 · Punecell 4900001190

distance 0.184

#12 · Sataracell 4940008428

distance 0.184 · cross-district

#13 · Solapurcell 4960004824

distance 0.185 · cross-district

#14 · Sataracell 4940008595

distance 0.186 · cross-district

#15 · Sanglicell 4930006956

distance 0.188 · cross-district

#16 · Sataracell 4940008677

distance 0.188 · cross-district

#17 · Sataracell 4940007064

distance 0.189 · cross-district

#18 · Sataracell 4940008522

distance 0.191 · 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":4900004596}}}'

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.