Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001883

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001349

distance 0.126

#2 · Punecell 4900000955

distance 0.135

#3 · Punecell 4900001740

distance 0.144

#4 · Punecell 4900001044

distance 0.156

#5 · Punecell 4900001061

distance 0.158

#6 · Punecell 4900001093

distance 0.16

#7 · Punecell 4900001872

distance 0.16

#8 · Solapurcell 4960008966

distance 0.161 · cross-district

#9 · Punecell 4900001326

distance 0.163

#10 · Solapurcell 4960008272

distance 0.165 · cross-district

#11 · Punecell 4900001322

distance 0.168

#12 · Punecell 4900003735

distance 0.17

#13 · Punecell 4900003887

distance 0.171

#14 · Punecell 4900002033

distance 0.171

#15 · Punecell 4900002203

distance 0.173

#16 · Punecell 4900003339

distance 0.173

#17 · Solapurcell 4960008574

distance 0.175 · cross-district

#18 · Solapurcell 4960008967

distance 0.175 · 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":4900001883}}}'

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.