Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007740

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006272

distance 0.137

#2 · Punecell 4900006274

distance 0.14

#3 · Punecell 4900006393

distance 0.15

#4 · Punecell 4900004831

distance 0.159

#5 · Punecell 4900007123

distance 0.176

#6 · Punecell 4900007005

distance 0.192

#7 · Punecell 4900001553

distance 0.195

#8 · Punecell 4900007496

distance 0.197

#9 · Punecell 4900001276

distance 0.2

#10 · Punecell 4900004820

distance 0.203

#11 · Punecell 4900006273

distance 0.203

#12 · Beedcell 4700004327

distance 0.208 · cross-district

#13 · Punecell 4900007614

distance 0.211

#14 · Punecell 4900003440

distance 0.211

#15 · Punecell 4900005629

distance 0.212

#16 · Punecell 4900000895

distance 0.215

#17 · Punecell 4900004399

distance 0.222

#18 · Punecell 4900001023

distance 0.223

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":4900007740}}}'

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.