Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008872

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

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008537

distance 0.144

#2 · Ahmednagarcell 4660002626

distance 0.173 · cross-district

#3 · Punecell 4900007385

distance 0.174

#4 · Sanglicell 4930006660

distance 0.188 · cross-district

#5 · Punecell 4900007391

distance 0.191

#6 · Solapurcell 4960009509

distance 0.191 · cross-district

#7 · Punecell 4900007628

distance 0.192

#8 · Ahmednagarcell 4660003079

distance 0.192 · cross-district

#9 · Ahmednagarcell 4660003078

distance 0.196 · cross-district

#10 · Sanglicell 4930007082

distance 0.196 · cross-district

#11 · Punecell 4900008646

distance 0.197

#12 · Ahmednagarcell 4660006765

distance 0.199 · cross-district

#13 · Punecell 4900002632

distance 0.199

#14 · Punecell 4900004866

distance 0.204

#15 · Punecell 4900007508

distance 0.204

#16 · Solapurcell 4960000637

distance 0.204 · cross-district

#17 · Punecell 4900008536

distance 0.205

#18 · Punecell 4900008762

distance 0.205

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":4900008872}}}'

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.