Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001070

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.215

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003750

distance 0.215

#2 · Ahmednagarcell 4660008572

distance 0.217 · cross-district

#3 · Punecell 4900000106

distance 0.224

#4 · Punecell 4900000719

distance 0.227

#5 · Punecell 4900007013

distance 0.238

#6 · Punecell 4900001852

distance 0.239

#7 · Punecell 4900001731

distance 0.244

#8 · Punecell 4900002620

distance 0.248

#9 · Solapurcell 4960008033

distance 0.248 · cross-district

#10 · Punecell 4900001304

distance 0.252

#11 · Punecell 4900003601

distance 0.258

#12 · Solapurcell 4960006638

distance 0.261 · cross-district

#13 · Punecell 4900000932

distance 0.266

#14 · Punecell 4900005403

distance 0.276

#15 · Punecell 4900001086

distance 0.277

#16 · Punecell 4900000212

distance 0.278

#17 · Punecell 4900007383

distance 0.278

#18 · Punecell 4900006282

distance 0.28

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":4900001070}}}'

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.