Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004707

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 4900004713

distance 0.126

#2 · Punecell 4900005258

distance 0.152

#3 · Punecell 4900004851

distance 0.164

#4 · Solapurcell 4960000079

distance 0.166 · cross-district

#5 · Sanglicell 4930005010

distance 0.18 · cross-district

#6 · Punecell 4900004985

distance 0.181

#7 · Punecell 4900008315

distance 0.185

#8 · Punecell 4900004701

distance 0.186

#9 · Punecell 4900004319

distance 0.187

#10 · Sanglicell 4930006729

distance 0.188 · cross-district

#11 · Sanglicell 4930004444

distance 0.188 · cross-district

#12 · Sanglicell 4930004148

distance 0.188 · cross-district

#13 · Punecell 4900002775

distance 0.189

#14 · Solapurcell 4960000215

distance 0.19 · cross-district

#15 · Sanglicell 4930004448

distance 0.191 · cross-district

#16 · Punecell 4900004845

distance 0.192

#17 · Punecell 4900004709

distance 0.192

#18 · Punecell 4900002151

distance 0.193

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":4900004707}}}'

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.