Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000397

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

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000599

distance 0.13

#2 · Punecell 4900000200

distance 0.136

#3 · Punecell 4900000499

distance 0.142

#4 · Punecell 4900000281

distance 0.153

#5 · Solapurcell 4960008859

distance 0.158 · cross-district

#6 · Punecell 4900000190

distance 0.167

#7 · Punecell 4900000601

distance 0.169

#8 · Punecell 4900000205

distance 0.169

#9 · Punecell 4900000219

distance 0.175

#10 · Punecell 4900000402

distance 0.179

#11 · Punecell 4900000425

distance 0.182

#12 · Punecell 4900000110

distance 0.188

#13 · Punecell 4900000493

distance 0.19

#14 · Punecell 4900000089

distance 0.192

#15 · Punecell 4900000334

distance 0.194

#16 · Punecell 4900000185

distance 0.196

#17 · Punecell 4900000502

distance 0.197

#18 · Punecell 4900000409

distance 0.198

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":4900000397}}}'

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.