Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007394

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

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007145

distance 0.151

#2 · Punecell 4900005528

distance 0.174

#3 · Ahmednagarcell 4660001835

distance 0.177 · cross-district

#4 · Punecell 4900006899

distance 0.18

#5 · Punecell 4900007628

distance 0.184

#6 · Solapurcell 4960000156

distance 0.186 · cross-district

#7 · Solapurcell 4960007076

distance 0.19 · cross-district

#8 · Punecell 4900007750

distance 0.192

#9 · Punecell 4900006905

distance 0.193

#10 · Solapurcell 4960001073

distance 0.193 · cross-district

#11 · Punecell 4900001348

distance 0.194

#12 · Punecell 4900007519

distance 0.195

#13 · Punecell 4900005651

distance 0.196

#14 · Punecell 4900007396

distance 0.199

#15 · Solapurcell 4960007595

distance 0.201 · cross-district

#16 · Solapurcell 4960000210

distance 0.203 · cross-district

#17 · Nashikcell 4870005580

distance 0.205 · cross-district

#18 · Punecell 4900001725

distance 0.208

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":4900007394}}}'

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.