Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008936

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 1 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.17

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007936

distance 0.17

#2 · Punecell 4900008604

distance 0.171

#3 · Punecell 4900009371

distance 0.192

#4 · Punecell 4900008384

distance 0.202

#5 · Punecell 4900008710

distance 0.202

#6 · Punecell 4900009259

distance 0.202

#7 · Punecell 4900009042

distance 0.206

#8 · Punecell 4900009372

distance 0.209

#9 · Punecell 4900009874

distance 0.219

#10 · Punecell 4900009058

distance 0.223

#11 · Punecell 4900008491

distance 0.226

#12 · Punecell 4900008830

distance 0.227

#13 · Punecell 4900008156

distance 0.228

#14 · Punecell 4900009463

distance 0.235

#15 · Punecell 4900009473

distance 0.236

#16 · Punecell 4900010171

distance 0.242

#17 · Punecell 4900008715

distance 0.245

#18 · Punecell 4900005064

distance 0.249

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":4900008936}}}'

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.