Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002352

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

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002049

distance 0.126

#2 · Solapurcell 4960011564

distance 0.142 · cross-district

#3 · Punecell 4900001885

distance 0.143

#4 · Punecell 4900004460

distance 0.154

#5 · Punecell 4900002359

distance 0.156

#6 · Punecell 4900002200

distance 0.157

#7 · Punecell 4900002512

distance 0.158

#8 · Punecell 4900002506

distance 0.16

#9 · Punecell 4900001748

distance 0.164

#10 · Punecell 4900004731

distance 0.166

#11 · Punecell 4900004599

distance 0.175

#12 · Solapurcell 4960011828

distance 0.176 · cross-district

#13 · Punecell 4900000431

distance 0.179

#14 · Punecell 4900001611

distance 0.181

#15 · Punecell 4900001353

distance 0.185

#16 · Solapurcell 4960011475

distance 0.186 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690002128

distance 0.188 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690003049

distance 0.193 · 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":4900002352}}}'

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.