Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002154

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003722

distance 0.154

#2 · Punecell 4900001991

distance 0.163

#3 · Punecell 4900002316

distance 0.164

#4 · Punecell 4900001721

distance 0.195

#5 · Punecell 4900002751

distance 0.195

#6 · Punecell 4900002629

distance 0.203

#7 · Punecell 4900001295

distance 0.203

#8 · Sataracell 4940007384

distance 0.203 · cross-district

#9 · Punecell 4900002153

distance 0.204

#10 · Sataracell 4940007486

distance 0.206 · cross-district

#11 · Punecell 4900001705

distance 0.207

#12 · Punecell 4900002325

distance 0.212

#13 · Punecell 4900002906

distance 0.214

#14 · Punecell 4900001987

distance 0.214

#15 · Sataracell 4940004187

distance 0.216 · cross-district

#16 · Punecell 4900002891

distance 0.218

#17 · Punecell 4900004424

distance 0.219

#18 · Nashikcell 4870007470

distance 0.219 · 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":4900002154}}}'

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.