Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004045

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003350

distance 0.123

#2 · Punecell 4900001457

distance 0.128

#3 · Punecell 4900000423

distance 0.157

#4 · Punecell 4900001320

distance 0.159

#5 · Nashikcell 4870004843

distance 0.162 · cross-district

#6 · Punecell 4900001440

distance 0.164

#7 · Punecell 4900001726

distance 0.165

#8 · Punecell 4900001191

distance 0.172

#9 · Punecell 4900002936

distance 0.172

#10 · Punecell 4900003901

distance 0.177

#11 · Punecell 4900004325

distance 0.177

#12 · Punecell 4900003487

distance 0.18

#13 · Punecell 4900000510

distance 0.185

#14 · Punecell 4900000285

distance 0.185

#15 · Ahmednagarcell 4660011351

distance 0.186 · cross-district

#16 · Nashikcell 4870006277

distance 0.188 · cross-district

#17 · Solapurcell 4960007417

distance 0.189 · cross-district

#18 · Nashikcell 4870006576

distance 0.191 · 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":4900004045}}}'

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.