Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001002

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000478

distance 0.174

#2 · Punecell 4900000196

distance 0.188

#3 · Solapurcell 4960008585

distance 0.192 · cross-district

#4 · Sataracell 4940008397

distance 0.196 · cross-district

#5 · Punecell 4900000946

distance 0.198

#6 · Punecell 4900003751

distance 0.2

#7 · Punecell 4900001199

distance 0.202

#8 · Sataracell 4940008390

distance 0.204 · cross-district

#9 · Punecell 4900003354

distance 0.205

#10 · Punecell 4900000777

distance 0.207

#11 · Solapurcell 4960008962

distance 0.207 · cross-district

#12 · Beedcell 4700005173

distance 0.213 · cross-district

#13 · Solapurcell 4960008363

distance 0.214 · cross-district

#14 · Punecell 4900002159

distance 0.216

#15 · Punecell 4900000277

distance 0.217

#16 · Punecell 4900002332

distance 0.217

#17 · Punecell 4900001064

distance 0.219

#18 · Solapurcell 4960008379

distance 0.222 · 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":4900001002}}}'

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.