Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007144

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

0.049

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007516

distance 0.049

#2 · Punecell 4900006294

distance 0.089

#3 · Punecell 4900007632

distance 0.093

#4 · Punecell 4900006287

distance 0.098

#5 · Punecell 4900005912

distance 0.108

#6 · Punecell 4900006416

distance 0.112

#7 · Punecell 4900006163

distance 0.116

#8 · Punecell 4900006037

distance 0.122

#9 · Punecell 4900004715

distance 0.125

#10 · Punecell 4900007270

distance 0.13

#11 · Punecell 4900007017

distance 0.131

#12 · Punecell 4900007749

distance 0.142

#13 · Punecell 4900006181

distance 0.147

#14 · Punecell 4900008535

distance 0.149

#15 · Beedcell 4700003135

distance 0.153 · cross-district

#16 · Solapurcell 4960012189

distance 0.154 · cross-district

#17 · Punecell 4900002176

distance 0.154

#18 · Punecell 4900004720

distance 0.155

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":4900007144}}}'

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.