Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001048

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

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000790

distance 0.164

#2 · Punecell 4900001591

distance 0.187

#3 · Punecell 4900000926

distance 0.192

#4 · Punecell 4900003740

distance 0.193

#5 · Sataracell 4940008317

distance 0.193 · cross-district

#6 · Punecell 4900000696

distance 0.193

#7 · Solapurcell 4960008364

distance 0.198 · cross-district

#8 · Punecell 4900000672

distance 0.2

#9 · Punecell 4900002929

distance 0.201

#10 · Punecell 4900000077

distance 0.209

#11 · Solapurcell 4960008367

distance 0.215 · cross-district

#12 · Nashikcell 4870003960

distance 0.217 · cross-district

#13 · Solapurcell 4960008274

distance 0.218 · cross-district

#14 · Punecell 4900000481

distance 0.218

#15 · Punecell 4900000590

distance 0.219

#16 · Punecell 4900001018

distance 0.22

#17 · Nashikcell 4870006882

distance 0.221 · cross-district

#18 · Punecell 4900001454

distance 0.223

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":4900001048}}}'

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.