Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009700

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008753

distance 0.132

#2 · Punecell 4900008066

distance 0.134

#3 · Punecell 4900009599

distance 0.135

#4 · Punecell 4900009086

distance 0.156

#5 · Punecell 4900009198

distance 0.157

#6 · Punecell 4900008307

distance 0.166

#7 · Punecell 4900008306

distance 0.171

#8 · Punecell 4900008638

distance 0.172

#9 · Punecell 4900009511

distance 0.173

#10 · Punecell 4900008978

distance 0.186

#11 · Punecell 4900009179

distance 0.189

#12 · Punecell 4900009407

distance 0.193

#13 · Punecell 4900008405

distance 0.194

#14 · Punecell 4900010293

distance 0.197

#15 · Punecell 4900008636

distance 0.199

#16 · Punecell 4900009592

distance 0.2

#17 · Punecell 4900008975

distance 0.201

#18 · Punecell 4900007957

distance 0.201

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":4900009700}}}'

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.