Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000467

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

0.112

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000496

distance 0.112

#2 · Punecell 4900000410

distance 0.124

#3 · Solapurcell 4960008763

distance 0.13 · cross-district

#4 · Punecell 4900000388

distance 0.141

#5 · Punecell 4900000818

distance 0.146

#6 · Sataracell 4940007801

distance 0.146 · cross-district

#7 · Punecell 4900000512

distance 0.149

#8 · Sataracell 4940008109

distance 0.156 · cross-district

#9 · Punecell 4900001179

distance 0.156

#10 · Punecell 4900000569

distance 0.158

#11 · Sataracell 4940007698

distance 0.158 · cross-district

#12 · Punecell 4900000500

distance 0.159

#13 · Solapurcell 4960008473

distance 0.161 · cross-district

#14 · Punecell 4900000399

distance 0.161

#15 · Punecell 4900001591

distance 0.164

#16 · Punecell 4900000408

distance 0.164

#17 · Punecell 4900000732

distance 0.164

#18 · Punecell 4900000808

distance 0.168

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":4900000467}}}'

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.