Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012946

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013274

distance 0.142

#2 · Punecell 4900012696

distance 0.157

#3 · Punecell 4900013068

distance 0.179

#4 · Punecell 4900013041

distance 0.196

#5 · Punecell 4900012272

distance 0.197

#6 · Punecell 4900013110

distance 0.207

#7 · Nashikcell 4870000740

distance 0.226 · cross-district

#8 · Punecell 4900012763

distance 0.231

#9 · Punecell 4900012997

distance 0.237

#10 · Punecell 4900013131

distance 0.238

#11 · Punecell 4900012959

distance 0.249

#12 · Sataracell 4940008804

distance 0.249 · cross-district

#13 · Punecell 4900013101

distance 0.251

#14 · Punecell 4900012553

distance 0.252

#15 · Punecell 4900012403

distance 0.258

#16 · Nashikcell 4870001164

distance 0.26 · cross-district

#17 · Punecell 4900013244

distance 0.261

#18 · Nashikcell 4870000271

distance 0.262 · 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":4900012946}}}'

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.