Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000558

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008341

distance 0.142 · cross-district

#2 · Punecell 4900000332

distance 0.165

#3 · Punecell 4900000585

distance 0.167

#4 · Punecell 4900000399

distance 0.169

#5 · Solapurcell 4960008473

distance 0.172 · cross-district

#6 · Punecell 4900002492

distance 0.177

#7 · Punecell 4900000467

distance 0.177

#8 · Sataracell 4940007801

distance 0.183 · cross-district

#9 · Solapurcell 4960008763

distance 0.189 · cross-district

#10 · Sataracell 4940007601

distance 0.192 · cross-district

#11 · Solapurcell 4960008367

distance 0.197 · cross-district

#12 · Sataracell 4940008510

distance 0.202 · cross-district

#13 · Punecell 4900000496

distance 0.203

#14 · Sataracell 4940008109

distance 0.203 · cross-district

#15 · Punecell 4900001075

distance 0.209

#16 · Kolhapurcell 4800004032

distance 0.21 · cross-district

#17 · Punecell 4900000388

distance 0.211

#18 · Solapurcell 4960007784

distance 0.213 · 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":4900000558}}}'

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.