Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000731

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

0.076

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000356

distance 0.076

#2 · Punecell 4900000620

distance 0.132

#3 · Punecell 4900000434

distance 0.139

#4 · Punecell 4900000355

distance 0.142

#5 · Punecell 4900000191

distance 0.145

#6 · Punecell 4900000120

distance 0.145

#7 · Punecell 4900000431

distance 0.145

#8 · Punecell 4900000045

distance 0.145

#9 · Punecell 4900000275

distance 0.146

#10 · Punecell 4900000425

distance 0.148

#11 · Punecell 4900000268

distance 0.15

#12 · Solapurcell 4960004360

distance 0.151 · cross-district

#13 · Solapurcell 4960009182

distance 0.151 · cross-district

#14 · Punecell 4900002781

distance 0.152

#15 · Punecell 4900001091

distance 0.152

#16 · Punecell 4900000276

distance 0.152

#17 · Punecell 4900000358

distance 0.155

#18 · Solapurcell 4960008161

distance 0.155 · 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":4900000731}}}'

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.