Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000813

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

0.099

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000597

distance 0.099

#2 · Punecell 4900000280

distance 0.138

#3 · Punecell 4900000408

distance 0.138

#4 · Solapurcell 4960008469

distance 0.15 · cross-district

#5 · Punecell 4900000195

distance 0.151

#6 · Punecell 4900000410

distance 0.165

#7 · Punecell 4900000504

distance 0.165

#8 · Punecell 4900000501

distance 0.166

#9 · Punecell 4900000246

distance 0.167

#10 · Solapurcell 4960008369

distance 0.171 · cross-district

#11 · Punecell 4900000109

distance 0.171

#12 · Punecell 4900000235

distance 0.171

#13 · Sataracell 4940007721

distance 0.175 · cross-district

#14 · Punecell 4900000818

distance 0.18

#15 · Punecell 4900000265

distance 0.183

#16 · Punecell 4900000500

distance 0.184

#17 · Punecell 4900000626

distance 0.184

#18 · Punecell 4900000625

distance 0.193

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":4900000813}}}'

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.