Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000595

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

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940007828

distance 0.205 · cross-district

#2 · Punecell 4900000958

distance 0.21

#3 · Nashikcell 4870004399

distance 0.22 · cross-district

#4 · Solapurcell 4960011911

distance 0.221 · cross-district

#5 · Sataracell 4940007405

distance 0.221 · cross-district

#6 · Nashikcell 4870004548

distance 0.223 · cross-district

#7 · Sataracell 4940006151

distance 0.227 · cross-district

#8 · Solapurcell 4960004065

distance 0.227 · cross-district

#9 · Punecell 4900002317

distance 0.229

#10 · Solapurcell 4960004212

distance 0.232 · cross-district

#11 · Solapurcell 4960008672

distance 0.236 · cross-district

#12 · Punecell 4900000172

distance 0.238

#13 · Nashikcell 4870004217

distance 0.238 · cross-district

#14 · Nashikcell 4870003952

distance 0.24 · cross-district

#15 · Nashikcell 4870005701

distance 0.24 · cross-district

#16 · Sataracell 4940008443

distance 0.243 · cross-district

#17 · Solapurcell 4960008960

distance 0.244 · cross-district

#18 · Sataracell 4940006479

distance 0.244 · 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":4900000595}}}'

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.