Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000331

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

0.221

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960008483

distance 0.221 · cross-district

#2 · Punecell 4900001189

distance 0.244

#3 · Punecell 4900000387

distance 0.273

#4 · Nashikcell 4870003123

distance 0.284 · cross-district

#5 · Punecell 4900003884

distance 0.287

#6 · Punecell 4900001057

distance 0.291

#7 · Punecell 4900000485

distance 0.296

#8 · Sataracell 4940008430

distance 0.297 · cross-district

#9 · Sataracell 4940004842

distance 0.304 · cross-district

#10 · Punecell 4900000717

distance 0.305

#11 · Sataracell 4940007221

distance 0.306 · cross-district

#12 · Sataracell 4940000154

distance 0.306 · cross-district

#13 · Solapurcell 4960011212

distance 0.307 · cross-district

#14 · Punecell 4900002009

distance 0.308

#15 · Punecell 4900005665

distance 0.311

#16 · Punecell 4900001186

distance 0.318

#17 · Punecell 4900006158

distance 0.322

#18 · Nashikcell 4870003117

distance 0.323 · 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":4900000331}}}'

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.