Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001478

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

0.076

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002356

distance 0.076

#2 · Punecell 4900001611

distance 0.101

#3 · Punecell 4900002659

distance 0.112

#4 · Punecell 4900002658

distance 0.121

#5 · Punecell 4900002509

distance 0.134

#6 · Solapurcell 4960011565

distance 0.157 · cross-district

#7 · Solapurcell 4960011566

distance 0.161 · cross-district

#8 · Punecell 4900002512

distance 0.162

#9 · Punecell 4900001621

distance 0.164

#10 · Punecell 4900002662

distance 0.168

#11 · Ahmednagarcell 4660000683

distance 0.173 · cross-district

#12 · Punecell 4900002510

distance 0.175

#13 · Punecell 4900001211

distance 0.176

#14 · Punecell 4900000342

distance 0.179

#15 · Punecell 4900002202

distance 0.184

#16 · Punecell 4900004321

distance 0.185

#17 · Punecell 4900002511

distance 0.185

#18 · Punecell 4900000620

distance 0.186

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":4900001478}}}'

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.