Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001434

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

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001590

distance 0.135

#2 · Solapurcell 4960008026

distance 0.144 · cross-district

#3 · Punecell 4900001574

distance 0.151

#4 · Solapurcell 4960008249

distance 0.155 · cross-district

#5 · Solapurcell 4960008960

distance 0.17 · cross-district

#6 · Solapurcell 4960009067

distance 0.171 · cross-district

#7 · Punecell 4900000125

distance 0.172

#8 · Solapurcell 4960008584

distance 0.178 · cross-district

#9 · Punecell 4900003213

distance 0.181

#10 · Sataracell 4940007405

distance 0.185 · cross-district

#11 · Punecell 4900000788

distance 0.186

#12 · Solapurcell 4960008362

distance 0.187 · cross-district

#13 · Punecell 4900001736

distance 0.188

#14 · Sataracell 4940005928

distance 0.191 · cross-district

#15 · Solapurcell 4960011457

distance 0.193 · cross-district

#16 · Punecell 4900004038

distance 0.193

#17 · Punecell 4900001734

distance 0.196

#18 · Sataracell 4940007076

distance 0.197 · 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":4900001434}}}'

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.