Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002153

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

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002154

distance 0.204

#2 · Nashikcell 4870001773

distance 0.207 · cross-district

#3 · Punecell 4900002912

distance 0.208

#4 · Sataracell 4940003952

distance 0.212 · cross-district

#5 · Sataracell 4940007997

distance 0.219 · cross-district

#6 · Sataracell 4940004065

distance 0.227 · cross-district

#7 · Sataracell 4940007263

distance 0.228 · cross-district

#8 · Punecell 4900003327

distance 0.232

#9 · Solapurcell 4960007891

distance 0.236 · cross-district

#10 · Punecell 4900002316

distance 0.238

#11 · Sataracell 4940007788

distance 0.241 · cross-district

#12 · Punecell 4900001404

distance 0.241

#13 · Punecell 4900002629

distance 0.244

#14 · Solapurcell 4960006091

distance 0.248 · cross-district

#15 · Sataracell 4940007396

distance 0.248 · cross-district

#16 · Solapurcell 4960005959

distance 0.249 · cross-district

#17 · Punecell 4900002473

distance 0.249

#18 · Solapurcell 4960003917

distance 0.25 · 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":4900002153}}}'

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.