Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003094

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.095

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003095

distance 0.095

#2 · Solapurcell 4960011377

distance 0.176 · cross-district

#3 · Punecell 4900003096

distance 0.181

#4 · Solapurcell 4960011285

distance 0.205 · cross-district

#5 · Punecell 4900002945

distance 0.224

#6 · Solapurcell 4960011373

distance 0.237 · cross-district

#7 · Solapurcell 4960011372

distance 0.259 · cross-district

#8 · Punecell 4900003092

distance 0.266

#9 · Solapurcell 4960011289

distance 0.28 · cross-district

#10 · Solapurcell 4960011386

distance 0.281 · cross-district

#11 · Solapurcell 4960011286

distance 0.306 · cross-district

#12 · Punecell 4900003098

distance 0.324

#13 · Solapurcell 4960011207

distance 0.343 · cross-district

#14 · Solapurcell 4960011376

distance 0.366 · cross-district

#15 · Solapurcell 4960011375

distance 0.367 · cross-district

#16 · Punecell 4900002948

distance 0.39

#17 · Solapurcell 4960011365

distance 0.394 · cross-district

#18 · Solapurcell 4960011290

distance 0.4 · 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":4900003094}}}'

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.