Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000727

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.094

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000432

distance 0.094

#2 · Punecell 4900000523

distance 0.101

#3 · Punecell 4900000189

distance 0.102

#4 · Punecell 4900000181

distance 0.114

#5 · Punecell 4900000291

distance 0.121

#6 · Punecell 4900000956

distance 0.136

#7 · Punecell 4900000620

distance 0.14

#8 · Punecell 4900004598

distance 0.141

#9 · Punecell 4900000404

distance 0.142

#10 · Solapurcell 4960006511

distance 0.145 · cross-district

#11 · Punecell 4900000833

distance 0.145

#12 · Punecell 4900000157

distance 0.147

#13 · Punecell 4900000358

distance 0.15

#14 · Solapurcell 4960008875

distance 0.15 · cross-district

#15 · Nashikcell 4870003826

distance 0.155 · cross-district

#16 · Solapurcell 4960008164

distance 0.156 · cross-district

#17 · Solapurcell 4960008779

distance 0.156 · cross-district

#18 · Punecell 4900000618

distance 0.158

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":4900000727}}}'

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.